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Android
Category/Type -
OS
Official Documentation -
https://developer.android.com/docs
Best YouTube creators -
https://www.youtube.com/channel/UC9M7-jzdU8CVrQo1JwmIdWA
https://www.youtube.com/channel/UCB2B0AuQgk6eOMbWR7qiqew
https://www.youtube.com/channel/UC58_wzhvJta3hDSPvRLDAqg
https://www.youtube.com/channel/UCl6DxakCjDR5AfRwWhWNbMg
Useful Websites -
https://www.reddit.com/r/Android/
https://www.androidauthority.com/
https://roadmap.sh/android
Dedicated Github page -
https://github.com/wasabeef/awesome-android-ui
https://github.com/JStumpp/awesome-android
https://github.com/wasabeef/awesome-android-libraries
Best Courses -
https://mindorks.com/
https://developer.android.com/courses
https://www.codingninjas.com/courses/online-android-Development-kotlin
https://www.udemy.com/course/kotlin-android-developer-masterclass/
https://www.coursera.org/specializations/advanced-app-android
Other Tips / Hacks -
https://techbeacon.com/app-dev-testing/how-become-better-android-developer-30-bite-sized-pro-tips
https://medium.com/@abangfadli/a-month-full-of-android-development-tips-and-tricks-b98c17627aa
https://www.raywenderlich.com/2807578-android-studio-tips-and-tricks
Ansible
Category/Type -
IT Configuration Management, Deployment & Orchestration tool
Official Documentation -
https://docs.ansible.com
Best YouTube creators -
https://www.youtube.com/user/Simplilearn
https://www.youtube.com/channel/UCdngmbVKX1Tgre699-XLlUA
https://www.youtube.com/playlist?list=PL2qzCKTbjutIyQAe3GglWISLnLTQLGm7e
https://www.youtube.com/playlist?list=PL8cE5Nxf6M6YUaKyuon-AWRDNr31ANuo2
Useful Websites -
https://www.tutorialspoint.com/ansible/index.htm
https://www.guru99.com/ansible-tutorial.html
https://www.javatpoint.com/ansible
https://www.redhat.com/en/topics/automation/learning-ansible-tutorial
Dedicated Github page -
https://github.com/ansible
https://github.com/ansible/ansible
Best Courses -
https://www.udemy.com/course/learn-ansible/
https://www.udemy.com/course/mastering-ansible/
https://www.udemy.com/course/diveintoansible/
https://www.udemy.com/course/automation-with-ansible/
Other Tips / Hacks -
https://blog.ippon.tech/ansible-tips-and-tricks/
https://docs.ansible.com/ansible/latest/user_guide/playbooks_best_practices.html
https://medium.com/devops-dudes/tips-and-tricks-for-mastering-ansible-929c77fd1971
https://learn.redhat.com/t5/Automation-Management-Ansible/Ansible-Tips-and-Tricks/td-p/148
Apache Hadoop
Category/Type -
Distributed storage and processing of big data
Official Documentation -
http://hadoop.apache.org/docs/current/
Best YouTube creators -
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/Simplilearn
https://www.youtube.com/user/beaconelearning
https://www.youtube.com/user/intellipaaat
https://www.youtube.com/playlist?list=PL9ooVrP1hQOFrYxqxb0NJCdCABPZNo0pD
https://www.youtube.com/playlist?list=PLlgLmuG_KgbasW0lpInSAIxYd2vqAEPit
https://www.youtube.com/playlist?list=PLEiEAq2VkUUJqp1k-g5W1mo37urJQOdCZ
https://www.youtube.com/playlist?list=PLVHgQku8Z937wHNqd2z_8_ze_HBVhfBRt
Useful Websites -
https://www.tutorialspoint.com/hadoop/index.htm
https://www.edureka.co/blog/hadoop-tutorial/
https://www.javatpoint.com/hadoop-tutorial
https://www.simplilearn.com/tutorials/hadoop-tutorial
https://www.bmc.com/blogs/hadoop-introduction/
Dedicated Github page -
https://github.com/youngwookim/awesome-hadoop
https://github.com/jonathanpullano/Hadoop-Awesomeness
https://github.com/eric-erki/awesome-hadoop
https://github.com/radiodee1/awesome-hadoop-reddit
https://github.com/chuyuqiao/awesome-hadoop-learning
Best Courses -
https://www.udacity.com/course/intro-to-hadoop-and-mapreduce--ud617
https://www.coursera.org/learn/hadoop
https://www.coursera.org/learn/big-data-essentials
https://www.edx.org/learn/hadoop
https://www.udemy.com/course/the-ultimate-hands-on-hadoop-tame-your-big-data/
https://www.pluralsight.com/courses/building-blocks-hadoop-hdfs-mapreduce-yarn
Other Tips / Hacks -
https://www.dezyre.com/article/tips-from-hadoop-experts-for-beginners/77
https://bigstep.com/blog/5-essential-tips-hadoop-ecosystem-must-know-2017
https://www.adlibweb.com/some-essential-hadoop-tools-and-tips-on-when-to-use-hadoop-and-when-not/
https://www.datasciencecentral.com/profiles/blogs/apache-hadoop-admin-tips-and-tricks
https://bigdataanalyticsnews.com/top-10-tips-for-hadoop-administration-for-starters/
Apache Kafka
Category/Type -
Distributed computing
Official Documentation -
https://kafka.apache.org/documentation/
Best YouTube creators -
https://www.youtube.com/user/Nephaste20
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/channel/UCmZz-Gj3caLLzEWBtbYUXaA
https://www.youtube.com/user/intellipaaat
https://www.youtube.com/playlist?list=PLkz1SCf5iB4enAR00Z46JwY9GGkaS2NON
https://www.youtube.com/playlist?list=PLa7VYi0yPIH2PelhRHoFR5iQgflg-y6JA
https://www.youtube.com/playlist?list=PLlBQ_B5-H_xhEHUC6OWI0eide_4wbt8Eo
Useful Websites -
https://kafka.apache.org/quickstart
https://www.tutorialspoint.com/apache_kafka/index.htm
https://www.confluent.io/learn/kafka-tutorial/
https://www.javatpoint.com/apache-kafka
https://dzone.com/articles/introduction-to-apache-kafka-1
https://howtodoinjava.com/kafka/tutorial-introduction/
Dedicated Github page -
https://github.com/infoslack/awesome-kafka
https://github.com/dharmeshkakadia/awesome-kafka
https://github.com/streamthoughts/awesome-opensource-contribs-kafka
https://github.com/alonsoir/awesome-recommendation-engine
https://github.com/jitendra3109/ApacheKafka
Best Courses -
https://www.udemy.com/course/apache-kafka/
https://www.udemy.com/course/kafka-cluster-setup/
https://www.udemy.com/course/apache-kafka-for-developers-using-springboot/
https://www.confluent.io/training/
Other Tips / Hacks -
https://www.infoq.com/articles/apache-kafka-best-practices-to-optimize-your-deployment/
https://www.confluent.io/blog/5-things-every-kafka-developer-should-know/
https://dzone.com/articles/20-best-practices-for-working-with-apache-kafka-at
https://blog.softwaremill.com/7-mistakes-when-using-apache-kafka-44358cd9cd6
https://www.slideshare.net/AllThingsOpen/tips-and-tricks-for-operating-apache-kafka
Apache OpenJPA
Category/Type -
object-relational mapping (ORM)
Official Documentation -
http://openjpa.apache.org/documentation.html
Best YouTube creators -
https://www.youtube.com/watch?v=otinfgwkMbY
https://www.youtube.com/watch?v=OzZcW7XgiPA
Useful Websites -
https://www.vogella.com/tutorials/JavaPersistenceAPI/article.html
https://www.tutorialspoint.com/jpa/index.htm
https://djitz.com/neu-mscs/getting-started-using-apache-openjpa/
Dedicated Github page -
https://github.com/apache/openjpa
Best Courses -
https://www.udemy.com/course/hibernate-jpa-tutorial-for-beginners-in-100-steps/
https://www.udemy.com/course/hibernate-and-jpa-fundamentals/
https://www.udemy.com/course/hibernate-and-java-persistence-api-jpa-fundamentals/
Other Tips / Hacks -
https://www.adam-bien.com/roller/abien/entry/if_you_like_to_build
Angular JS
Category/Type -
Web Framework
Official Documentation -
https://angular.io/docs
Best YouTube creators -
https://www.youtube.com/watch?v=zKkUN-mJtPQ
https://www.youtube.com/watch?v=0E4TDq75rDE
https://www.youtube.com/watch?v=OPxeCiy0RdY
https://www.youtube.com/watch?v=FlUCU13dJyo
https://www.youtube.com/watch?v=s3qZF4jhgDo
https://www.youtube.com/watch?v=aCOBakZSdmE
https://www.youtube.com/watch?v=nYVz71Q12yE
https://www.youtube.com/watch?v=QETUuZ27N0w
Useful Websites -
https://angularjs.org/
https://clockwise.software/blog/best-angular-applications/
https://stfalcon.com/en/blog/post/large-websites-using-AngularJS
https://www.creative-tim.com/blog/angularjs/angular-js-75-examples-websites-applications-experiments/
https://wiredelta.com/10-most-popular-angular-websites-of-2020/
https://www.zarantech.com/blog/top-15-websites-and-applications-built-with-angularjs/
https://codecondo.com/15-best-resources-for-developers-to-learn-angularjs/
Dedicated Github page -
https://github.com/angular/angular.js/
https://github.com/angular/angularjs.org
https://github.com/gothinkster/angularjs-realworld-example-app
https://github.com/PatrickJS/awesome-angular
https://github.com/DanWahlin/CustomerManager
https://github.com/angular/angular-seed
https://github.com/RevillWeb/angularjs-by-example
Best Courses -
https://www.udemy.com/course/learn-angularjs/
https://www.udemy.com/course/angularjs-for-beginners-udemy/
https://www.coursera.org/learn/single-page-web-apps-with-angularjs
https://www.coursera.org/specializations/full-stack-mobile-app-development
https://www.coursera.org/learn/angular
https://www.udemy.com/course/maruti-angularjs/
https://www.classcentral.com/course/edx-angularjs-framework-fundamentals-7377
https://www.codecademy.com/learn/learn-angularjs
Other Tips / Hacks -
https://www.keycdn.com/blog/angular-performance
https://www.techbeamers.com/angularjs-tutorial-beginners-essential-tips-tricks/
https://www.toptal.com/angular-js/tips-and-practices
https://www.kiuwan.com/14-tips-for-developing-angularjs-applications/
https://eng.localytics.com/tips-and-tricks-for-debugging-unfamiliar-angularjs-code/
https://dzone.com/articles/10-tips-for-using-angularjs
https://medium.com/@tristate/14-tips-to-use-angularjs-effectively-afcaf69d674e
https://css-tricks.com/using-angularjs-for-data-visualisations/
Blender
Category/Type -
3D modeling and animation program
Official Documentation -
https://docs.blender.org/manual/en/latest/
Best YouTube creators -
https://www.youtube.com/user/AndrewPPrice
https://www.youtube.com/user/BlenderInstitute
https://www.youtube.com/playlist?list=PLa1F2ddGya_-UvuAqHAksYnB0qL9yWDO6
https://www.youtube.com/playlist?list=PLn3ukorJv4vvv3ZpWJYvV5Tmvo7ISO-NN
Useful Websites -
https://www.3dblendered.com/learning-blender/introduction-to-blender-for-absolute-beginners-a-great-blender-tutorial/
https://www.blender.org/support/tutorials/
Dedicated Github page -
https://github.com/blender/blender
https://github.com/blender
Best Courses -
https://www.udemy.com/course/blendertutorial/
https://www.udemy.com/course/blender-environments/
https://www.udemy.com/course/blender-3d-sculpting-course/
Other Tips / Hacks -
https://vagon.io/blog/blender-tips-tricks/
https://www.creativebloq.com/13-blender-tips-pros-7113110
https://3dtotal.com/tutorials/t/10-blender-tricks-you-might-not-know-about
https://www.blenderguru.com/articles/how-i-learned-blender-and-5-tips-for-you
Bootstrap
Category/Type -
CSS Framework
Official Documentation -
https://getbootstrap.com/docs/5.0/getting-started/introduction/
Best YouTube creators -
https://www.youtube.com/channel/UC5CF7mLQZhvx8O5GODZAhdA
https://www.youtube.com/user/TechGuyWeb
https://www.youtube.com/playlist?list=PL4cUxeGkcC9jE_cGvLLC60C_PeF_24pvv
Useful Websites -
https://www.bitdegree.org/tutorials/learn-bootstrap/
https://websitesetup.org/bootstrap-tutorial-for-beginners/
Dedicated Github page -
https://github.com/twbs/bootstrap
https://github.com/twbs/blog
https://github.com/twbs/bootstrap-sass
https://github.com/twbs/bootstrap-npm-starter
Best Courses -
https://www.udemy.com/course/bootstrap-4-from-scratch-with-5-projects/
https://www.udemy.com/course/get-started-with-bootstrap-how-to-make-websites-from-scratch
https://www.codecademy.com/learn/learn-bootstrap
Other Tips / Hacks -
https://www.freecodecamp.org/news/learn-bootstrap-4-in-30-minute-by-building-a-landing-page-website-guide-for-beginners-f64e03833f33/
https://medium.com/wdstack/how-to-bootstrap-94abe3525442
https://hackerthemes.com/bootstrap-cheatsheet/
C#
Category/Type -
Programming language
Official Documentation -
https://docs.microsoft.com/en-us/dotnet/csharp/
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/channel/UCeVMnSShP_Iviwkknt83cww
https://www.youtube.com/user/programmingwithmosh
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/playlist?list=PLPV2KyIb3jR6ZkG8gZwJYSjnXxmfPAl51
https://www.youtube.com/playlist?list=PL0EE421AE8BCEBA4A
https://www.youtube.com/playlist?list=PLPV2KyIb3jR4CtEelGPsmPzlvP7ISPYzR
https://www.youtube.com/playlist?list=PL_c9BZzLwBRIXCJGLd4UzqH34uCclOFwC
Useful Websites -
https://www.tutorialspoint.com/csharp/index.htm
https://www.javatpoint.com/c-sharp-tutorial
https://www.w3schools.com/cs/
https://www.guru99.com/c-sharp-tutorial.html
https://docs.microsoft.com/en-us/dotnet/csharp/tour-of-csharp/tutorials/
Dedicated Github page -
https://github.com/uhub/awesome-c-sharp
https://github.com/wilfreddesert/C-sharp_more_awesome
https://github.com/ambid17/c-sharp-awesome-articles
https://github.com/rsk2/awesome-csharp
Best Courses -
https://www.udemy.com/course/csharp-tutorial-for-beginners/
https://www.udemy.com/course/csharp-intermediate-classes-interfaces-and-oop/
https://www.udemy.com/course/csharp-advanced/
https://www.coursera.org/learn/introduction-programming-unity
https://www.pluralsight.com/courses/csharp-fundamentals-dev
Other Tips / Hacks -
https://www.pluralsight.com/courses/csharp-fundamentals-dev
https://raygun.com/blog/c-sharp-performance-tips-tricks/
https://www.pluralsight.com/guides/tips-for-writing-better-c-code
https://www.webtrainingroom.com/csharp/knowledgebase
C++
Category/Type -
Programming Language
Official Documentation -
https://devdocs.io/cpp/
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/channel/UCeVMnSShP_Iviwkknt83cww
https://www.youtube.com/channel/UCfv8cds8AfIM3UZtAWOz6Gg
Useful Websites -
https://www.reddit.com/r/cpp/
https://stackoverflow.com/questions/tagged/C++
Dedicated Github page -
https://gist.github.com/johnmcfarlane/1b2d9c83e4d3f700ba61e2df4077c613
https://github.com/fffaraz/awesome-cpp
Best Courses -
https://www.codingninjas.com/courses/onlline-c-plus-plus-course
https://www.youtube.com/playlist?list=PLu0W_9lII9agpFUAlPFe_VNSlXW5uE0YL
Other Tips / Hacks -
https://www.geeksforgeeks.org/c-plus-plus/
https://www.geeksforgeeks.org/c-tricks-competitive-programming-c-11/
http://www.cplusplus.com/articles/tips/
https://medium.com/dsc-dypcoe/must-know-c-tips-and-tricks-for-competitive-programming-part-1-d8a4d38243f5
https://codeforces.com/blog/entry/74684
https://medium.com/@marinamakarova/26-tips-on-c-programming-61cb54900234
Cinema 4D
Category/Type -
Software
Official Documentation -
https://help.maxon.net/r23/en-us/
Best YouTube creators -
https://www.youtube.com/watch?v=ReEEpYjW_yI&list=PL_dhPga7ruudlDZLjrdTK0qmf940Qf0Cp
https://www.youtube.com/watch?v=6XjlykHnnSk
https://www.youtube.com/watch?v=hyZb7RT2AAU
https://www.youtube.com/watch?v=lZo8rFPOQ14
https://www.youtube.com/watch?v=_dz3bGizluc
Useful Websites -
https://conceptartempire.com/cinema-4d-tutorials/
https://www.cinema4dtutorial.net
https://greyscalegorilla.com/category/tutorials/
https://www.cineversity.com/vidplaylist/getting_started_with_cinema_4d_r20
https://3dtotal.com/tutorials/cinema4d
https://helloluxx.com/tutorials/
Dedicated Github page -
https://github.com/PluginCafe/cinema4d_py_sdk_extended
https://github.com/BlackDice/Cinema4D-Threejs-Exporter
https://github.com/aturtur/cinema4d-scripts
https://github.com/PluginCafe/cinema4d_py_sdk
https://github.com/nathakits/awesome-cinema4d
Best Courses -
https://motiondesign.school/products/cinema-4d-journey
https://greyscalegorilla.com/intro-to-cinema-4d/
https://www.schoolofmotion.com/cinema-4d-basecamp
https://www.udemy.com/course/cinema-4d-masterclass-training-course/
https://www.domestika.org/en/courses/software/9-cinema-4d
Other Tips / Hacks -
https://www.ftrack.com/en/2019/08/8-tips-to-increase-your-efficiency-with-cinema-4d.html
https://www.cineversity.com/vidplaylist/cinema_4d_quick_tips
https://www.schoolofmotion.com/blog/modeling-tips-in-cinema-4d
https://www.creativebloq.com/features/15-expert-cinema-4d-tips
Competitive Programming
Category/Type -
Brain Storming
Official Documentation -
https://cp-algorithms.com
Best YouTube creators -
https://www.youtube.com/channel/UCBr_Fu6q9iHYQCh13jmpbrg
https://www.youtube.com/channel/UCKuDLsO0Wwef53qdHPjbU2Q
https://www.youtube.com/channel/UC7rNzgC2fEBVpb-q_acpsmw
https://www.youtube.com/channel/UCfv8cds8AfIM3UZtAWOz6Gg
https://www.youtube.com/channel/UC1fLEeYICmo3O9cUsqIi7HA
https://www.youtube.com/channel/UCRPMAqdtSgd0Ipeef7iFsKw
https://www.youtube.com/channel/UC9fDC_eBh9e_bogw87DbGKQ
Useful Websites -
https://codeforces.com/
https://atcoder.jp/
https://www.codechef.com/
https://www.hackerrank.com/
https://www.spoj.com/
https://leetcode.com/
https://projecteuler.net/archives
https://www.topcoder.com/
https://cses.fi/problemset/
https://twchen.gitbook.io/leetcode/
https://www.pramp.com/#/
https://docs.google.com/document/d/1wUCqhVHydWiDk6FJdFLSMpgigNrGcs4OFZg0Wa7JGEw/edit
https://www.hackerearth.com/practice/
https://interviewing.io
https://www.bigocheatsheet.com/
Dedicated Github page -
https://github.com/kth-competitive-programming/kactl
https://github.com/JayantGoel001/CP-Resources
https://github.com/Ashishgup1/Competitive-Coding
https://github.com/JayantGoel001/Competitive-Programming-Resources
https://github.com/bqi343/USACO
https://github.com/JayantGoel001/geeksforgeeks.pdf
https://github.com/Errichto/youtube
Best Courses -
https://www.hackerearth.com/getstarted-competitive-programming/
https://practice.geeksforgeeks.org/courses/competitive-programming-live
https://www.codingninjas.com/courses/online-competitive-programming-course
https://www.coursera.org/learn/competitive-programming-core-skills
https://www.classcentral.com/course/competitive-programming-core-skills-11713
Other Tips / Hacks -
https://codeforces.com/blog/entry/44991
https://codeforces.com/blog/entry/82884
https://leetcode.com/discuss/interview-question/352460/Google-Online-Assessment-Questions
https://www.quora.com/What-are-the-best-ways-to-master-dynamic-programming/answer/Sameer-Gulati-3
https://www.quora.com/How-do-I-get-good-at-math-for-competitive-programming/answer/Sameer-Gulati-3
https://www.quora.com/How-can-I-be-good-at-graph-theory-based-programming-problems-in-competitive-programming/answer/Sameer-Gulati-3
https://www.quora.com/What-is-a-list-of-data-structures-that-a-competitive-programmer-must-know/answer/Sameer-Gulati-3?c
https://leetcode.com/discuss/general-discussion/651719/how-to-solve-dp-string-template-and-4-steps-to-be-followed
https://technicalbattle.blogspot.com/2020/05/best-blogs-on-codeforces-links-for-best.html
https://petr-mitrichev.blogspot.com
https://www.hackerearth.com/blog/developers/7-steps-to-improve-your-data-structure-and-algorithm-skills/
https://hackernoon.com/14-patterns-to-ace-any-coding-interview-question-c5bb3357f6ed
https://www.quora.com/q/techiedelight/500-Data-Structures-and-Algorithms-interview-questions-and-their-solutions
https://www.geeksforgeeks.org/top-10-algorithms-in-interview-questions/
CUDA
Category/Type -
Application Programming Interfaces
Official Documentation -
https://docs.nvidia.com/cuda/
Best YouTube creators -
https://www.youtube.com/playlist?list=PLKK11Ligqititws0ZOoGk3SW-TZCar4dK
https://www.youtube.com/playlist?list=PLxNPSjHT5qvtYRVdNN1yDcdSl39uHV_sU
https://www.youtube.com/playlist?list=PLGvfHSgImk4aweyWlhBXNF6XISY3um82_
https://cuda-tutorial.readthedocs.io/en/latest/tutorials/tutorial01/
Useful Websites -
https://www.tutorialspoint.com/cuda/index.htm
https://developer.nvidia.com/blog/even-easier-introduction-cuda/
https://cuda-tutorial.readthedocs.io/en/latest/tutorials/tutorial01/
Dedicated Github page -
https://github.com/NVIDIA/cuda-samples
https://github.com/zchee/cuda-sample
Best Courses -
https://www.pluralsight.com/courses/parallel-computing-cuda
https://www.udemy.com/course/cuda-programming-masterclass/
https://www.udemy.com/course/introduction-to-gpu-computing-with-cuda/
Other Tips / Hacks -
https://on-demand-gtc.gputechconf.com/gtcnew/sessionview.php?sessionName=dc7112-cuda+optimization+tips%2C+tricks+and+techniques
https://medium.com/@sciencemonk/cuda-programming-tips-and-tricks-12d60310817a
https://www.quora.com/What-are-some-CUDA-tricks-and-optimizations
Data Science
Category/Type -
Development
Official Documentation -
https://python-data-science.readthedocs.io/en/latest/
Best YouTube creators -
https://youtu.be/-ETQ97mXXF0
https://youtube.com/playlist?list=PLeo1K3hjS3us_ELKYSj_Fth2tIEkdKXvV
https://youtu.be/ua-CiDNNj30
Useful Websites -
https://www.kaggle.com/
http://flowingdata.com/
http://fastml.com/
http://www.datasciencecentral.com/
Dedicated Github page -
https://github.com/ossu/data-science
https://github.com/academic/awesome-datascience
https://github.com/hhhrrrttt222111/DS_and_ML_projects
https://github.com/JayantGoel001/Data-Science--Cheat-Sheet
Best Courses -
https://www.hackerearth.com/practice/machine-learning/prerequisites-of-machine-learning/basic-probability-models-and-rules/tutorial/
https://www.udemy.com/course/complete-data-science-course-beginner-to-advance/
https://www.coursera.org/degrees/master-of-data-science-hse
Other Tips / Hacks -
https://www.geeksforgeeks.org/overview-of-data-science/
https://www.geeksforgeeks.org/machine-learning-and-data-science/
https://www.geeksforgeeks.org/how-to-become-a-data-scientist-in-2019-a-complete-guide/
https://www.geeksforgeeks.org/difference-between-data-science-and-data-analytics/
https://www.geeksforgeeks.org/python-for-data-science/
https://www.geeksforgeeks.org/the-future-of-data-science/
https://www.analyticsvidhya.com/blog/2015/10/tips-tricks-awesom-data-science-jobs/
https://towardsdatascience.com/practical-tips-for-beginners-in-data-science-debunking-few-myths-30537117a4e4
DirectX
Category/Type -
Application Programming Interfaces
Official Documentation -
https://docs.microsoft.com/en-us/windows/win32/getting-started-with-directx-graphics
Best YouTube creators -
https://www.youtube.com/playlist?list=PLqCJpWy5Fohd3S7ICFXwUomYW0Wv67pDD
https://www.youtube.com/playlist?list=PLqCJpWy5FohcehaXlCIt8sVBHBFFRVWsx
https://www.youtube.com/playlist?list=PLcacUGyBsOIBlGyQQWzp6D1Xn6ZENx9Y2
https://www.youtube.com/user/ChiliTomatoNoodle
https://www.youtube.com/playlist?list=PLizgKJ9dhxgwwSFCCLI8bqOrpEFCRcS9U
Useful Websites -
https://www.tutorialspoint.com/directx/index.htm
http://www.directxtutorial.com
https://docs.microsoft.com/en-us/windows/win32/direct3dgetstarted/building-your-first-directx-app
Dedicated Github page -
https://github.com/microsoft/DirectX-Graphics-Samples
https://github.com/walbourn/directx-sdk-samples
Best Courses -
https://www.udemy.com/course/directx11/
https://www.udemy.com/course/directx-learn-microsoft-directx-from-scratch/
Other Tips / Hacks -
http://www.nigelgriffin.com/notebook_warrior/ebooks/Graphics/Shaderx2%20-%20Shader%20Programming%20Tips%20&%20Tricks%20With%20Directx%209.pdf
https://pdfslide.net/documents/shaderx-shader-programming-tips-tricks-with-directx-9.html
Django
Category/Type -
Python Framework
Official Documentation -
https://docs.djangoproject.com/en/3.1/
Best Youtube creators -
https://www.youtube.com/playlist?list=PL6gx4Cwl9DGBlmzzFcLgDhKTTfNLfX1IK
https://www.youtube.com/playlist?list=PLu0W_9lII9ah7DDtYtflgwMwpT3xmjXY9
https://www.youtube.com/playlist?list=PLsyeobzWxl7r2ukVgTqIQcl-1T0C2mzau
https://www.youtube.com/playlist?list=PL-osiE80TeTtoQCKZ03TU5fNfx2UY6U4p
https://www.youtube.com/watch?v=F5mRW0jo-U4
Useful Websites -
https://developer.mozilla.org/en-US/docs/Learn/Server-side/Django/Introduction
https://www.tutorialspoint.com/django/index.htm
https://www.djangoproject.com/start/
https://www.geeksforgeeks.org/django-tutorial/
https://awesomedjango.org/
https://realpython.com/tutorials/django/
https://www.django-cms.org/en/
https://tutorial.djangogirls.org/en/index.html
Dedicated Github page -
https://github.com/django/django
https://github.com/encode/django-rest-framework
https://github.com/wsvincent/awesome-django
https://github.com/lucrae/django-cheat-sheet
Best Courses -
https://www.udemy.com/course/python-and-django-full-stack-web-developer-bootcamp/
https://www.udemy.com/course/django-python-advanced/
https://www.udemy.com/course/django-python/
Other Tips / Hacks -
https://simpleisbetterthancomplex.com/tips/
http://simeonfranklin.com/talk/usf/django-talk.html#title-slide
https://www.rootstrap.com/blog/django-best-practices-and-beginner-tips/
https://letslearnabout.net/blog/16-tips-for-python-and-django-beginners/
Docker
Category/Type -
PaaS Development Tool
Official Documentation -
https://docs.docker.com/
Best YouTube creators -
https://www.youtube.com/channel/UCCLgKER7DNJc5sGXjMktsXg
https://www.youtube.com/playlist?list=PLsyeobzWxl7qYtx-KOKUolhqRVe7fuRuK
https://www.youtube.com/playlist?list=PLhW3qG5bs-L99pQsZ74f-LC-tOEsBp2rK
Useful Websites -
https://serversforhackers.com/c/getting-started-with-docker
https://etherealmind.com/basics-docker-containers-hypervisors-coreos/
https://www.datadoghq.com/blog/tag/docker/
https://www.nginx.com/blog/deploying-nginx-nginx-plus-docker/
Dedicated Github page -
https://github.com/docker
https://github.com/dwyl/learn-docker
https://github.com/dockersamples
https://github.com/docker/labs
Best Courses -
https://www.udemy.com/course/docker-mastery/
https://www.udemy.com/course/docker-and-kubernetes-the-complete-guide/
https://www.coursera.org/learn/ibm-containers-docker-kubernetes-openshift
Other Tips / Hacks -
https://github.com/collabnix/dockerlabs
https://github.com/alexellis/mine-with-docker
https://www.geeksforgeeks.org/containerization-using-docker/
https://www.geeksforgeeks.org/basics-of-docker-networking/
https://codefresh.io/docker-tutorial/everyday-hacks-docker/
https://dockerlabs.collabnix.com/docker/cheatsheet/
Dart
Category/Type -
Programming language
Official Documentation -
https://dart.dev/guides
Best YouTube creators -
https://www.youtube.com/watch?v=OLjyCy-7U2U
https://www.youtube.com/watch?v=5rtujDjt50I&list=PLlxmoA0rQ-LyHW9voBdNo4gEEIh0SjG-q
https://www.youtube.com/watch?v=Ej_Pcr4uC2Q
https://www.youtube.com/watch?v=L9onVn8QRaE&list=PLNnAcB93JKV_R1aZc7ZbQRsiEyeDLUpE-
Useful Websites -
https://dart.dev/
https://news.dartlang.org/2012/03/14-cool-projects-from-dart-community.html
https://www.reddit.com/r/FlutterDev/?f=flair_name%3A%22Dart%22
https://www.reddit.com/r/dartlang/
https://learnpracticeandshare.com/awesome-dart-massive-collection-of-resources/
https://medium.com/codechai/dart-awesome-cheat-sheet-for-flutter-beginners-d8cb52c978e1
Dedicated Github page -
https://github.com/yissachar/awesome-dart
https://github.com/smartherd/DartTutorial
https://github.com/Dart-Code/Dart-Code
https://github.com/dart-lang/googleapis
Best Courses -
https://www.udemy.com/course/dartlang/
https://www.udemy.com/course/dart-beginners-course/?ranMID=39197&ranEAID=JVFxdTr9V80&ranSiteID=JVFxdTr9V80-1ayowRC6m5rAZg8ja6J6vg&LSNPUBID=JVFxdTr9V80&utm_source=aff-campaign&utm_medium=udemyads
https://www.udemy.com/course/dart-intermediate-course/?ranMID=39197&ranEAID=JVFxdTr9V80&ranSiteID=JVFxdTr9V80-Etyzj0FD7fIgZFZJU790rw&LSNPUBID=JVFxdTr9V80&utm_source=aff-campaign&utm_medium=udemyads
https://www.udemy.com/course/dart-advanced-course/
https://dart.academy/
https://courses.learncodeonline.in/learn/Dart-Programming-Language
Other Tips / Hacks -
https://codewithandrea.com/videos/top-dart-tips-and-tricks-for-flutter-devs/
https://dartsguide.net/guides/pro-dart-tips/
https://www.educative.io/blog/dart-tips-tricks
Elasticsearch
Category/Type -
Database
Official Documentation -
https://www.elastic.co/guide/index.html
Best YouTube creators -
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/intellipaaat
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/playlist?list=PLGZAAioH7ZlO7AstL9PZrqalK0fZutEXF
https://www.youtube.com/playlist?list=PLiBX6AfVW8jH9dg7BAjuO4xXM8JlHW5HM
https://www.youtube.com/playlist?list=PLS1QulWo1RIYkDHcPXUtH4sqvQQMH3_TN
Useful Websites -
https://logz.io/blog/elasticsearch-tutorial/
https://www.tutorialspoint.com/elasticsearch/index.htm
https://stackify.com/elasticsearch-tutorial/
https://www.javatpoint.com/elasticsearch
https://www.edureka.co/blog/elasticsearch-tutorial/
https://tsh.io/blog/elasticsearch-tutorial/
Dedicated Github page -
https://github.com/dzharii/awesome-elasticsearch
https://github.com/jolicode/elasticsearch-cheatsheet
https://github.com/leschenko/elasticsearch_autocomplete
Best Courses -
https://www.udemy.com/course/elasticsearch-complete-guide/
https://www.udemy.com/course/complete-elasticsearch-masterclass-with-kibana-and-logstash/
https://www.udemy.com/course/elasticsearch-6-and-elastic-stack-in-depth-and-hands-on/
https://www.udemy.com/course/elasticsearch-masterclass/
https://www.udemy.com/course/elasticsearch-in-action/
Other Tips / Hacks -
https://cloudhero.io/elasticsearch-tips-and-tricks
https://www.fortisfio.com/tips-tricks-with-elasticsearch/
https://www.loggly.com/blog/nine-tips-configuring-elasticsearch-for-high-performance/
https://dzone.com/articles/elasticsearch-dos-donts-and-pro-tips-and-security
Ember.js
Category/Type -
JavaScript web framework
Official Documentation -
https://guides.emberjs.com/release/
Best YouTube creators -
https://www.youtube.com/watch?v=_JfNuppX1n8
https://www.youtube.com/watch?v=50Ktfz8c34o
https://www.youtube.com/watch?v=T1SC44NJA_A
https://www.youtube.com/watch?v=1QHrlFlaXdI
https://www.youtube.com/watch?v=owDmPTSJkrg
https://www.youtube.com/watch?v=53OpEYA4zPQ
https://www.youtube.com/watch?v=tra0-u6hLTg
https://www.youtube.com/watch?v=eQUvN9Ujs1s
Useful Websites -
https://www.sitepoint.com/ember-js-perfect-framework-web-applications/
https://developer.mozilla.org/en-US/docs/Learn/Tools_and_testing/Client-side_JavaScript_frameworks/Ember_getting_started
https://project-awesome.org/ember-community-russia/awesome-ember
https://blog.newrelic.com/engineering/best-javascript-libraries-frameworks/
https://www.toptal.com/javascript/a-step-by-step-guide-to-building-your-first-ember-js-app
https://blog.logrocket.com/getting-started-with-ember-js-in-2020/
https://www.pluralsight.com/blog/software-development/7-reasons-to-use-ember-js
https://www.g2.com/products/ember-js/competitors/alternatives
Dedicated Github page -
https://github.com/emberjs/ember.js
https://github.com/emberjs/data
https://github.com/emberjs/ember-inspector
https://github.com/emberjs/ember-test-helpers
https://github.com/gothinkster/ember-realworld
https://github.com/ember-learn/ember-website
https://github.com/nmec/awesome-ember
https://github.com/ember-community-russia/awesome-ember
Best Courses -
https://www.udemy.com/course/starting-with-ember-2/
https://www.udemy.com/course/learning-ember-js/
https://www.udemy.com/course/ember-learn-ember-by-building-an-ember-app-step-by-step/
https://emberjs.com/learn/
https://www.lynda.com/Ember-js-training-tutorials/5905-0.html
https://www.zeolearn.com/emberjs-training
https://www.pluralsight.com/courses/emberjs-fundamentals
https://www.eduonix.com/courses/Web-Development/Getting-Started-with-Ember.JS-Tutorials-from-Ground-Up
Other Tips / Hacks -
https://neos.readthedocs.io/en/1.2/DeveloperGuide/UserInterface/EmberTipsTricks.html
https://www.netguru.com/blog/emberjs-resources
https://www.smashingmagazine.com/2013/11/an-in-depth-introduction-to-ember-js/
https://gist.github.com/vasind/22122632be15f3bc98a092ab012524e2
https://www.youtube.com/watch?v=kBhGXX4zbXw
https://www.youtube.com/watch?v=HL2bMjndviE
https://www.codesandnotes.com/ember-js/tips-for-optimizing-ember.js-performance/
https://spin.atomicobject.com/2015/08/24/learn-ember-js-quickly/
GIMP
Category/Type -
Graphics editor
Official Documentation -
https://www.gimp.org/docs/
Best YouTube creators -
https://www.youtube.com/user/darkskeletontuts
https://www.youtube.com/user/DaViesMediaDesign
https://www.youtube.com/playlist?list=PLqazFFzUAPc4vITMJaF3Fnqh3pccSMnC4
https://www.youtube.com/playlist?list=PLays36u5hBzNQwMLO025a5iljWldfymQg
https://www.youtube.com/playlist?list=PLynG8gQD-n8Dl23X0o1HFu_5PmBl79niz
Useful Websites -
https://www.gimp.org/tutorials/
https://www.javatpoint.com/gimp
https://daviesmediadesign.com/20-gimp-2-10-tutorials-for-beginners/
https://www.bioinformatics.babraham.ac.uk/training/Figure_Design_Course/GIMP%20Tutorial.pdf
Dedicated Github page -
https://github.com/GNOME/gimp
https://github.com/Diolinux/PhotoGIMP
Best Courses -
https://www.skillshare.com/site/join?via=search-layout-grid&clickid=RFBTJlUjpxyLWzG0Rw0UrUzuUkEVh1ypqw6-1U0&irgwc=1&utm_content=4650&utm_term=Online+Tracking+Link&utm_campaign=1790542&affiliateRef=6595003&utm_medium=affiliate-referral&utm_source=IR&t=Fundamentals-of-Photo-Editing-in-GIMP&sku=1756133267
https://www.udemy.com/course/gimp-photo-editing/
https://www.udemy.com/course/learn-gimp/
Other Tips / Hacks -
https://digital-photography-school.com/5-top-tips-for-working-with-gimp/
https://www.pcworld.com/article/3451356/gimp-basics-tips-and-tricks-for-beginners.html
https://www.pcgamer.com/10-sweet-gimp-photo-editing-tricks-to-wean-you-off-photoshop/
https://windowsreport.com/how-to-use-gimp-2-10/
Go
Category/Type -
Programming language
Official Documentation -
https://golang.org/doc/
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/user/javaboynavin
https://www.youtube.com/user/Udacity
https://www.youtube.com/playlist?list=PLzMcBGfZo4-mtY_SE3HuzQJzuj4VlUG0q
https://www.youtube.com/playlist?list=PLgPJX9sVy92yu7If3I7GonlWA8YU1BuAk
Useful Websites -
https://www.educative.io/blog/golang-tutorial
https://golang.org/doc/tutorial/getting-started
https://www.tutorialspoint.com/go/index.htm
https://www.guru99.com/google-go-tutorial.html
https://www.geeksforgeeks.org/go-programming-language-introduction/
https://builtin.com/software-engineering-perspectives/golang-advantages
https://yourbasic.org/golang/advantages-over-java-python/
https://www.freecodecamp.org/news/here-are-some-amazing-advantages-of-go-that-you-dont-hear-much-about-1af99de3b23a/
Dedicated Github page -
https://github.com/DaoCloud/golang-mongo-sample
https://github.com/kyawmyintthein/golangRestfulAPISample
https://github.com/digitalocean/sample-golang
https://github.com/golang/go
https://github.com/golang/oauth2
https://github.com/golang/gofrontend
https://github.com/golang/appengine
https://github.com/avelino/awesome-go
Best Courses -
https://www.udemy.com/course/go-the-complete-developers-guide/
https://www.udemy.com/course/master-go-programming-complete-golang-bootcamp/
https://www.coursera.org/specializations/google-golang
https://www.pluralsight.com/courses/go-fundamentals
https://www.codecademy.com/learn/learn-go
https://www.udemy.com/course/learn-go-the-complete-bootcamp-course-golang/
https://www.udemy.com/course/golang-the-ultimate-guide-to-microservices-in-go-part-1/
Other Tips / Hacks -
http://www.golangbootcamp.com/book/tricks_and_tips
https://github.com/cristaloleg/go-advice
https://golangvedu.wordpress.com
GraphDB
Category/Type -
Database
Official Documentation -
https://graphdb.ontotext.com/documentation/standard/
Best YouTube creators -
https://www.youtube.com/channel/UCB12jjYsYv-eipCvBDcMbXw
https://www.youtube.com/channel/UCvze3hU6OZBkB1vkhH2lH9Q
https://www.youtube.com/playlist?list=PLSEiuYkICmDm5jgVZGCSk68Xg-U38duhc
https://www.youtube.com/channel/UCtxCXg-UvSnTKPOzLH4wJaQ
https://www.youtube.com/user/MicrosoftResearch
https://www.youtube.com/playlist?list=PL9Hl4pk2FsvWM9GWaguRhlCQ-pa-ERd4U
https://www.youtube.com/playlist?list=PLqfPEK2RTgChcOZ6qHgSfwiBPCz2Bzdjh
https://www.youtube.com/playlist?list=PLvpt9xWchPkbS-XEY2ensW72JLTG_Sgkr
Useful Websites -
https://www.ontotext.com/knowledgehub/fundamentals/graphdb-fundamentals/
https://www.javatpoint.com/what-is-graphdb
https://www.tutorialspoint.com/Graph-Databases
https://neo4j.com/blog/data-modeling-basics/
https://www.cl.cam.ac.uk/teaching/1920/Databases/graph-tutorial.html
Dedicated Github page -
https://github.com/jbmusso/awesome-graph
https://github.com/MichelDiz/Awesome-Dgraph
Best Courses -
https://www.coursera.org/lecture/nosql-databases/graph-databases-cbJ2A
https://www.pluralsight.com/courses/graph-databases-neo4j-introduction
https://www.udemy.com/course/neo4j-graph-databases-with-cypher-game-of-thrones-edition/
https://www.udemy.com/course/introduction-to-graph-databases-using-neo4j/
Other Tips / Hacks -
https://www.ontotext.com/company/news/graphdb-devops-training/
https://neo4j.com/developer/modeling-tips/
https://www.slideshare.net/neo4j/tips-and-tricks-for-graph-data-modeling
GraphQL
Category/Type -
Data query and manipulation language
Official Documentation -
https://graphql.org/learn/
Best YouTube creators -
https://www.youtube.com/user/hiteshitube
https://www.youtube.com/channel/UCW5YeuERMmlnqo4oq8vwUpg
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/channel/UCFbNIlppjAuEX4znoulh0Cw
https://www.youtube.com/user/LevelUpTuts
https://www.youtube.com/playlist?list=PL4cUxeGkcC9iK6Qhn-QLcXCXPQUov1U7f
https://www.youtube.com/playlist?list=PL55RiY5tL51rG1x02Yyj93iypUuHYXcB_
https://www.youtube.com/playlist?list=PLMV09mSPNaQlzySXg3vmau7S46jx7Qysd
Useful Websites -
https://www.howtographql.com
https://www.tutorialspoint.com/graphql/index.htm
https://www.graphql.com/tutorials/
https://www.toptal.com/api-development/graphql-vs-rest-tutorial
https://www.guru99.com/graphql-tutorial.html
https://www.freecodecamp.org/news/a-beginners-guide-to-graphql-86f849ce1bec/
https://graphql.org/code/
Dedicated Github page -
https://github.com/chentsulin/awesome-graphql
https://github.com/ooade/awesome-apollo-graphql
https://github.com/hasura/awesome-react-graphql
https://github.com/graphql-java/awesome-graphql-java
https://github.com/hasura/awesome-vue-graphql
Best Courses -
https://www.udemy.com/course/complete-guide-to-building-a-graphql-api/
https://www.pluralsight.com/courses/graphql-scalable-apis
https://www.udemy.com/course/graphql-by-example/
https://www.udemy.com/course/graphql-bootcamp/
https://www.udemy.com/course/graphql-for-beginners-with-javascript/
https://www.udemy.com/course/graphql-apollo-server-api-nodejs-mongodb/
Other Tips / Hacks -
https://blog.logrocket.com/security-and-performance-tips-and-tricks-for-your-graphql-servers/
https://levelup.gitconnected.com/5-tips-for-successful-graphql-adoption-c5c548d1bf98
https://graphql.org/learn/best-practices/
https://blog.yugabyte.com/graphql-distributed-sql-tips-and-tricks-july-10-2020/
https://www.graphql.com/guides/
https://www.slideshare.net/AmazonWebServices/ten-tips-and-tricks-for-improving-your-graphql-api-with-aws-appsync-mob401-aws-reinvent-2018
https://microsoft.github.io/AzureTipsAndTricks/blog/tip287.html
https://shinesolutions.com/2020/07/01/ten-tips-for-writing-your-first-graphql-schema/
Groovy
Category/Type -
Programming language
Official Documentation -
http://docs.groovy-lang.org/next/html/documentation/
Best YouTube creators -
https://www.youtube.com/user/derekbanas
https://www.youtube.com/channel/UCTt7pyY-o0eltq14glaG5dg
https://www.youtube.com/playlist?list=PLhW3qG5bs-L8T6v6DgsZo93DgYDmOF9u4
https://www.youtube.com/user/SpringSourceDev
Useful Websites -
https://www.tutorialspoint.com/groovy/index.htm
https://www.guru99.com/groovy-tutorial.html
https://www.javatpoint.com/groovy
Dedicated Github page -
https://github.com/kdabir/awesome-groovy
https://github.com/paulk-asert/awesome-groovy
Best Courses -
https://www.pluralsight.com/courses/groovy-fundamentals
https://www.udemy.com/course/apache-groovy/
Other Tips / Hacks -
https://docs.oracle.com/en/cloud/saas/applications-common/20b/cgsac/groovy-tips-and-techniques.html#groovy-tips-and-techniques
https://www.infoq.com/presentations/groovy-features/
Apache HBase
Category/Type -
Database
Official Documentation -
https://hbase.apache.org/book.html
Best YouTube creators -
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/Simplilearn
https://www.youtube.com/user/intellipaaat
https://www.youtube.com/playlist?list=PLnnr5dBDLWOUIidwbJbukiohTDB8fq07p
https://www.youtube.com/playlist?list=PLn8-K2vXiem7ICOdc2R3GEdAvQz_SojOy
https://www.youtube.com/playlist?list=PLjDrWlBFXZWchNCAmlFHsTjwNcgmkVVHr
Useful Websites -
https://www.tutorialspoint.com/hbase/index.htm
https://www.guru99.com/hbase-tutorials.html
https://www.javatpoint.com/hbase
https://www.edureka.co/blog/hbase-tutorial
https://www.simplilearn.com/tutorials/hadoop-tutorial/hbase
https://intellipaat.com/blog/tutorial/hbase-tutorial/
Dedicated Github page -
https://github.com/rayokota/awesome-hbase
https://github.com/jacksu/awesome-hbase
https://github.com/awesomeguides/awesome-hbasedb
Best Courses -
https://www.udemy.com/course/learn-by-example-hbase/
https://www.udemy.com/course/apache-hbase-course/
https://www.udemy.com/course/building-apache-hbase-applications/
https://www.udemy.com/course/mastering-apache-hbase-with-hands-on/
Other Tips / Hacks -
https://www.educba.com/hbase-commands/
http://techsquids.com/bd/hbase-scan-filters-tips-tricks/
https://risdenk.gitbooks.io/hadoop_book/content/examples/apache_hbase.html
Heroku
Category/Type - Cloud Application Platform
Official Documentation -
https://devcenter.heroku.com/categories/reference
Best YouTube creators -
https://www.youtube.com/watch?v=aUW5GAFhu6s
https://www.youtube.com/playlist?list=PL7hyQeCP1V6SLJOBVgh5gVnHwBFyEqF6a
https://www.youtube.com/watch?v=QTOkqzCTGxw
https://www.youtube.com/watch?v=ncHGkYmIBRE
https://www.youtube.com/watch?v=MxfxiR8TVNU
https://www.youtube.com/watch?v=i3jkwcTC9F4
https://www.youtube.com/watch?v=dn4mmfbletg
Useful Websites -
https://devcenter.heroku.com/start
https://readwrite.com/2014/09/23/heroku-for-beginners-app-hosting-101/
https://awesomeopensource.com/projects/heroku
https://www.xplenty.com/blog/how-to-use-heroku/
https://cs.gmu.edu/~offutt/classes/432/instructions/GithubHeroku-servlets.html
Dedicated Github page -
https://github.com/heroku/
https://github.com/ianstormtaylor/awesome-heroku
https://github.com/dwyl/learn-heroku
https://github.com/heroku/cli
Best Courses -
https://www.udemy.com/course/learn-quickly-deploying-spring-boot-app-on-heroku-with-mysql/
https://www.udacity.com/course/deploying-applications-with-heroku--ud272
https://www.pluralsight.com/courses/heroku-getting-started
https://www.udemy.com/course/learn-quickly-deploying-spring-boot-app-on-heroku-with-mysql/
https://www.udemy.com/course/salesforce-integration-with-heroku/
Other Tips / Hacks -
https://blog.heroku.com/six-strategies-deploy-to-heroku
https://thoughtbot.com/upcase/videos/heroku-tips-and-tricks
https://devhints.io/heroku
https://github.com/mailtoharshit/awesome-heroku-commands
https://www.freecodecamp.org/news/how-to-deploy-a-nodejs-app-to-heroku-from-github-without-installing-heroku-on-your-machine-433bec770efe/
Hibernate
Category/Type - object-relational mapping(ORM)
Official Documentation -
https://hibernate.org/orm/documentation/5.4/
Best YouTube creators -
https://www.youtube.com/watch?v=7iFfbCBQlg8
https://www.youtube.com/watch?v=JR7-EdxDSf0
https://www.youtube.com/watch?v=6TPDK6MOkz4
https://www.youtube.com/watch?v=0KCKBv6rbkc
Useful Websites -
https://www.javatpoint.com/web-application-with-hibernate
https://medium.com/javarevisited/top-5-hibernate-online-training-courses-for-beginners-and-advance-java-programmers-469460596b2b
Dedicated Github page - https://github.com/hibernate/
Best Courses -
https://www.udemy.com/course/spring-hibernate-tutorial/
https://www.udemy.com/course/hibernate-from-scratch/
https://www.youtube.com/watch?v=PMR0ld5h938&list=PLsyeobzWxl7qBZtsEvp_n2A7sJs2MpF3r
https://www.youtube.com/watch?v=KHohVibqePw
Other Tips / Hacks -
https://www.slideshare.net/ThorbenJanssen/hibernate-tips-n-tricks-15-tips-to-solve-common-problems
HTML
Category/Type - Markup Language
Official Documentation -
https://html.spec.whatwg.org/
Best YouTube Creators -
https://www.youtube.com/channel/UC2FYFz_AQaKBMyrZe1Rrqyg
https://www.youtube.com/channel/UCnUYZLuoy1rq1aVMwx4aTzw
https://www.youtube.com/user/thenewboston
https://www.youtube.com/user/flashbuilding
Useful Websites
https://www.w3schools.com/html/
https://www.internetingishard.com/
http://html5doctor.com/
https://stackoverflow.com/questions/tagged/html
https://www.reddit.com/r/html/
https://www.w3.org/
https://developer.mozilla.org/en-US/docs/Web/HTML
Best Courses -
https://www.udemy.com/course/web-design-for-beginners-real-world-coding-in-html-css/
https://www.pluralsight.com/courses/html5-fundamentals
https://www.coursera.org/learn/html
https://www.edx.org/learn/html5
https://www.codecademy.com/learn/learn-html
https://www.learn-html.org/
https://scrimba.com/learn/html
https://www.khanacademy.org/computing/computer-programming/html-css https://developer.mozilla.org/en-US/docs/Learn/HTML
https://www.udacity.com/course/intro-to-html-and-css--ud001
https://www.linkedin.com/learning/topics/html
Dedicated Github Pages -
https://lab.github.com/githubtraining/introduction-to-html
https://github.com/LearnHTML
https://github.com/jgthms/marksheet
https://github.com/4GeeksAcademy/html-tutorial-exercises-course
Other Tips/Hacks -
https://html.com/wp-content/uploads/html-cheat-sheet.pdf
https://digital.com/tools/html-cheatsheet/
https://hacks.mozilla.org/2016/08/a-few-html-tips/
https://www.simplehtmlguide.com/cheatsheet.php
https://www.freelancer.com/articles/web-development/13-cool-tricks-for-html
https://www.elated.com/10-html-tips-for-beginners/
Houdini
Category/Type -
Software
Official Documentation -
https://www.sidefx.com/docs/
Best YouTube creators -
https://www.youtube.com/watch?v=K7UAVUzRP4Q
https://www.youtube.com/watch?v=3CxsGkLyn7U
https://www.youtube.com/watch?v=Tsv8UGqDibc
https://www.youtube.com/watch?v=emEux6cGOww
https://www.youtube.com/watch?v=SnGSCO0CwAc
Useful Websites -
https://hackr.io/tutorials/learn-houdini
https://www.rebelway.net/tutorials/
http://www.appliedhoudini.com
https://conceptartempire.com/houdini-tutorials/
https://thevfxschool.com
http://wordpress.discretization.de/houdini/
Dedicated Github page -
https://github.com/GoogleChromeLabs/houdini-samples
https://github.com/jhorikawa/HoudiniHowtos
https://github.com/kiryha/Houdini
https://github.com/sideeffects/HoudiniEngineForUnreal
https://github.com/CSSHoudini/awesome-css-houdini
Best Courses -
https://www.pluralsight.com/browse/creative-professional/3d-vfx/houdini
https://www.cgspectrum.com/courses/advanced-houdini-fx-diploma
https://www.udemy.com/course/houdini-create-full-cg-chocolate-commercial-in-houdini/
https://thevfxschool.com
https://coursesity.com/course-detail/houdini-155-dynamics-and-simulation
Other Tips / Hacks -
https://in.pinterest.com/davorkronja/houdini-tips-and-tricks/
https://www.sidefx.com/docs/houdini/tops/tips.html
https://www.ftrack.com/en/2020/10/7-tips-to-increase-your-efficiency-with-sidefx-houdini.html
https://www.creativebloq.com/advice/15-top-houdini-tips
Inkscape
Category/Type -
Computer application
Official Documentation -
https://inkscape.org/*docs/
Best YouTube creators -
https://www.youtube.com/watch?v=Pyfw3FqlWmo
https://www.youtube.com/watch?v=s-kPg4vYKfk
https://www.youtube.com/watch?v=pa6a7oz7vEE
https://www.youtube.com/watch?v=8f011wdiW7g&list=PLqazFFzUAPc5lOQwDoZ4Dw2YSXtO7lWNv
https://www.youtube.com/watch?v=rZuG1putmdA
Useful Websites -
https://za.pinterest.com/elsievroy/inkscape-tutorials/
https://inkscapetutorials.wordpress.com/tutorial-list-2/
https://www.javatpoint.com/inkscape
https://inkscape.org/learn/tutorials/
https://www.ponoko.com/blog/how-to-make/inkscape-vector-tutorials/
https://opensource.com/article/18/1/inkscape-absolute-beginners
Dedicated Github page -
https://github.com/PanderMusubi/inkscape-open-symbols
https://github.com/martymcguire/inkscape-unicorn
https://github.com/305engineering/Inkscape
https://github.com/inkscape/inkscape
https://github.com/fsmMLK/inkscapeMadeEasy
Best Courses -
https://www.udemy.com/course/logo-design-with-inkscape-for-free/
https://www.udemy.com/course/udemy-master-inkscape-beginner-course-20162017-unofficial/
https://www.udemy.com/course/learn-to-use-inkscape/
https://inkscape.org/learn/
https://www.udemy.com/course/getting-start-in-inkscape/
Other Tips / Hacks -
https://za.pinterest.com/biancaprinsloo/inkscape-tips-tricks/
https://design.tutsplus.com/articles/back-to-school-28-easy-inkscape-tutorials--cms-21870
https://inkscape.org/doc/tutorials/tips/tutorial-tips.html
https://fireflysemantics.medium.com/inkscape-tips-and-tricks-56bf29e704a8
Java
Category/Type -
Programming Language
Official Documentation -
https://docs.oracle.com/en/java/
Best YouTube creators -
https://youtube.com/playlist?list=PLu0W_9lII9agS67Uits0UnJyrYiXhDS6q
https://youtube.com/playlist?list=PLsyeobzWxl7oZ-fxDYkOToURHhMuWD1BK
https://youtube.com/playlist?list=PLS1QulWo1RIbfTjQvTdj8Y6yyq4R7g-Al
https://youtu.be/grEKMHGYyns
Useful Websites -
https://www.reddit.com/r/java/
https://stackoverflow.com/questions/tagged/java
http://www.javaworld.com/
Dedicated Github page -
https://github.com/iluwatar/java-design-patterns
https://github.com/kdn251/interviews
https://github.com/TheAlgorithms/Java
https://github.com/akullpp/awesome-java
Best Courses -
https://www.udemy.com/course/java-the-complete-java-developer-course/
https://www.codecademy.com/learn/learn-java
https://www.coursera.org/specializations/java-programming
https://www.coursera.org/learn/intro-java-second-language
Other Tips / Hacks -
https://www.geeksforgeeks.org/java/
https://www.geeksforgeeks.org/fast-io-in-java-in-competitive-programming/
https://blog.stoneriverelearning.com/10-java-coding-tips-every-programmer-should-know/
https://www.geeksforgeeks.org/java-tricks-competitive-programming-java-8/
https://www.geeksforgeeks.org/interesting-and-cool-tricks-in-java/
Jenkins
Category/Type -
automation tool
Official Documentation -
https://www.jenkins.io/doc/
Best YouTube creators -
https://www.youtube.com/watch?v=FX322RVNGj4
https://www.youtube.com/watch?v=p7-U1_E_j3w
https://www.youtube.com/watch?v=woMAXn4e8NA
https://www.youtube.com/watch?v=7KCS70sCoK0
Useful Websites -
https://www.tutorialspoint.com/jenkins/index.htm
https://www.jenkins.io/doc/tutorials/
https://www.guru99.com/jenkins-tutorial.html
https://www.javatpoint.com/jenkins
Dedicated Github page -
https://github.com/jenkinsci/jenkins
https://github.com/jenkinsci<
Best Courses -
https://www.udemy.com/course/jenkins-from-zero-to-hero/?ranMID=39197&ranEAID=JVFxdTr9V80&ranSiteID=JVFxdTr9V80-C0PwRpUtAp2tASFkX0SH9A&LSNPUBID=JVFxdTr9V80&utm_source=aff-campaign&utm_medium=udemyads
https://www.udemy.com/course/jenkins-continuous-integration-bootcamp/?LSNPUBID=JVFxdTr9V80&ranEAID=JVFxdTr9V80&ranMID=39197&ranSiteID=JVFxdTr9V80-99v3NUD9t_vUNp5geCKfTQ&utm_medium=udemyads&utm_source=aff-campaign
https://www.coursera.org/learn/uva-darden-continous-delivery-devops?ranMID=40328&ranEAID=JVFxdTr9V80&ranSiteID=JVFxdTr9V80-nvgpKpVUSsfLIHgBPXcHIw&siteID=JVFxdTr9V80-nvgpKpVUSsfLIHgBPXcHIw&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=JVFxdTr9V80
https://www.udemy.com/course/jenkins-learn-continuous-integration/?LSNPUBID=JVFxdTr9V80&ranEAID=JVFxdTr9V80&ranMID=39197&ranSiteID=JVFxdTr9V80-OG3YwtLN1.DRfKVGFejZfw&utm_medium=udemyads&utm_source=aff-campaign
Other Tips / Hacks -
https://wildcardcorp.com/blogs/jenkins-tips-tricks
https://medium.com/edureka/jenkins-cheat-sheet-e0f7e25558a3
https://www.devopsu.org/blog/jenkins-tips-and-tricks/
Jira
Category/Type -
Bug tracking software
Official Documentation -
https://confluence.atlassian.com/jira/jira-documentation-1556.html
Best YouTube creators -
https://www.youtube.com/watch?v=uM_m6EzMg3k
https://www.youtube.com/watch?v=GnG6RPSRLCs
https://www.youtube.com/watch?v=d0M2s0KiIrc&list=PLL34mf651faOpDaNGr4tt6FF_nUYb7ypt
https://www.youtube.com/watch?v=VTcQJciaPu4
Useful Websites -
https://www.tutorialspoint.com/jira/index.htm
https://www.guru99.com/jira-tutorial-a-complete-guide-for-beginners.html
https://www.atlassian.com/agile/tutorials
https://www.javatpoint.com/jira-tutorial
Dedicated Github page -
https://github.com/teamatldocker/jira
https://github.com/oldboyxx/jira_clone
https://github.com/go-jira/jira
https://github.com/pycontribs/jira
Best Courses -
https://training.atlassian.com/jira-catalog
https://www.udemy.com/course/the-complete-guide-to-jira-with-real-world-examples/
https://www.udemy.com/course/introduction-to-jira/
https://www.udemy.com/course/the-complete-jira-agile-project-management-course/
Other Tips / Hacks -
https://www.idalko.com/expert-tips-productivity-jira/
https://www.praqma.com/stories/get-20-jira-tips/
https://community.atlassian.com/t5/Jira-Software-articles/The-top-10-Jira-tips-amp-tricks-brought-to-you-by-the-Atlassian/ba-p/1198260
https://www.thedroidsonroids.com/blog/5-top-jira-tips-tricks-i-wish-i-knew-1-year-ago
jQuery
Category/Type -
JavaScript library
Official Documentation -
https://api.jquery.com/
Best YouTube creators -
https://www.youtube.com/watch?v=hMxGhHNOkCU
https://www.youtube.com/watch?v=HgvIox6ehkM
https://www.youtube.com/watch?v=2OMzGhlIZpg
https://www.youtube.com/watch?v=BWXggB-T1jQ
https://www.youtube.com/watch?v=ScoURsEM_yU
https://www.youtube.com/watch?v=a59kOE2Ma1Q
https://www.youtube.com/watch?v=plLQQmqfdQY
https://www.youtube.com/watch?v=jVe1GBCqFIE
Useful Websites -
https://jquery.com/download/
https://speckyboy.com/free-jquery-plugins/
https://www.creativebloq.com/jquery/top-jquery-plugins-6133175
https://code.tutsplus.com/tutorials/20-helpful-jquery-methods-you-should-be-using--net-10521
https://www.coderomeos.org/15-helpful-jquery-methods-and-functions
https://www.smashingmagazine.com/useful-javascript-libraries-jquery-plugins-part-2/
https://codeshack.io/20-useful-jquery-snippets/
https://www.awwwards.com/websites/jquery-ui/
https://deliciousthemes.com/30-jquery-plugins-you-should-implement-on-your-website/
Dedicated Github page -
https://github.com/jquery/jquery
https://github.com/jquery/jquery-ui
https://github.com/zenorocha/jquery-github
https://github.com/petk/awesome-jquery
https://github.com/github/form-data-entries#readme
https://github.com/indrimuska/jquery-editable-select
https://github.com/jquery-boilerplate/jquery-boilerplate
https://github.com/AllThingsSmitty/jquery-tips-everyone-should-know
Best Courses -
https://www.codecademy.com/learn/learn-jquery
https://www.udemy.com/course/jquery-tutorial/
https://www.udemy.com/course/jquery-course/
https://www.udemy.com/course/learn-jquery-crash-course/
https://www.udacity.com/course/intro-to-jquery--ud245
https://www.lynda.com/jQuery-training-tutorials/246-0.html
https://www.pluralsight.com/courses/code-school-try-jquery
https://mdbootstrap.com/education/jquery/
Other Tips / Hacks -
https://www.sitepoint.com/top-15-jquery-tricks/
https://www.viralpatel.net/20-top-jquery-tips-tricks-for-jquery-programmers/
https://www.htmlgoodies.com/beyond/javascript/top-10-jquery-tips-and-tricks.html
https://tutorialzine.com/2011/06/15-powerful-jquery-tips-and-tricks-for-developers
https://css-tricks.com/tag/jquery/
https://www.webfx.com/blog/web-design/10-easy-jquery-tricks-for-designers/
https://stackoverflow.com/questions/182630/jquery-tips-and-tricks
https://crunchify.com/5-cool-useful-jquery-tips-tricks-solutions/
Keras
Category/Type -
API
Official Documentation -
https://keras.io/api/
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/intellipaaat
https://www.youtube.com/user/beaconelearning
https://www.youtube.com/user/googlecloudplatform
https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
https://www.youtube.com/playlist?list=PLZbbT5o_s2xrwRnXk_yCPtnqqo4_u2YGL
https://www.youtube.com/playlist?list=PLZoTAELRMXVNph7QAmaz1K_RmdQ2I5EhQ
https://www.youtube.com/playlist?list=PLVBorYCcu-xX3Ppjb_sqBd_Xf6GqagQyl
Useful Websites -
https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
https://www.datacamp.com/community/tutorials/deep-learning-python
https://www.tutorialspoint.com/keras/index.htm
https://www.tutorialspoint.com/tensorflow/tensorflow_keras.htm
https://elitedatascience.com/keras-tutorial-deep-learning-in-python
https://www.guru99.com/keras-tutorial.html
Dedicated Github page -
https://github.com/kozistr/Awesome-Segmentations
https://github.com/radiodee1/awesome-chatbot
https://github.com/harryprince/awesome-keras
https://github.com/keras-team/keras
https://github.com/qqwweee/keras-yolo3
Best Courses -
https://www.coursera.org/learn/introduction-to-deep-learning-with-keras
https://www.coursera.org/projects/autoencoders-image-denoising
https://www.coursera.org/projects/image-colorization-tensorflow-2-keras
https://www.datacamp.com/courses/deep-learning-with-keras-in-python
https://www.pluralsight.com/courses/keras-deep-learning
https://www.udemy.com/course/deep-learning-with-python-and-keras/
https://www.udemy.com/course/practical-deep-learning-with-keras/
https://www.udemy.com/course/neuralnetworks/
Other Tips / Hacks -
https://cv-tricks.com/tensorflow-tutorial/keras/
https://towardsdatascience.com/deep-learning-tips-and-tricks-1ef708ec5f53
https://github.com/PacktPublishing/Keras-Tips-Tricks-and-Techniques
https://www.udemy.com/course/keras-tips-tricks-and-techniques/
https://medium.com/@aiii/keras-tips-and-tricks-c43b38946213
Kibana
Category/Type -
Data visualization
Official Documentation -
https://www.elastic.co/guide/index.html
Best YouTube creators -
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/channel/UC70FzDDRiJZ6BUyxmolBXow
https://www.youtube.com/channel/UC9Rc1hpWHUju8O2rYHAUVXA
https://www.youtube.com/playlist?list=PLS1QulWo1RIYkDHcPXUtH4sqvQQMH3_TN
https://www.youtube.com/playlist?list=PLGZAAioH7ZlO7AstL9PZrqalK0fZutEXF
https://www.youtube.com/playlist?list=PLiBX6AfVW8jH9dg7BAjuO4xXM8JlHW5HM
Useful Websites -
https://www.tutorialspoint.com/kibana/index.htm
https://logz.io/blog/kibana-tutorial/
https://www.javatpoint.com/kibana
https://dzone.com/articles/kibana-tutorial-getting-started-part-1
https://www.guru99.com/elk-stack-tutorial.html
https://www.digitalocean.com/community/tutorials/how-to-use-kibana-dashboards-and-visualizations
Dedicated Github page -
https://github.com/dzharii/awesome-elasticsearch
https://github.com/codingblocks/eck-k8s-skaffold
https://github.com/crazy-canux/awesome-monitoring
Best Courses -
https://www.udemy.com/course/complete-elasticsearch-masterclass-with-kibana-and-logstash/
https://www.udemy.com/course/learn-kibana/
https://www.udemy.com/course/data-visualization-with-kibana/
https://www.udemy.com/course/kibana-elk-stack-for-beginners/
Other Tips / Hacks -
https://habr.com/en/post/505228/
https://logz.io/blog/kibana-hacks/
https://medium.com/kreuzwerker-gmbh/tips-tricks-for-better-log-analysis-with-kibana-part-1-7167af111310
https://www.elastic.co/webinars/hidden-gems-in-kibana
https://dzone.com/articles/kibana-hacks-5-tips-and-tricks
https://dev.to/kreuzwerker/tips-tricks-for-better-log-analysis-with-kibana-part-2-how-to-deal-with-unknown-fields-23mk
Kotlin
Category/Type -
Programming Language
Official Documentation -
https://kotlinlang.org/
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/user/androiddevelopers
https://www.youtube.com/channel/UCllewj2bGdqB8U9Ld15INAg
https://www.youtube.com/channel/UCP7uiEZIqci43m22KDl0sNw
Useful Websites -
https://stackoverflow.com/search?q=kotlin
https://www.reddit.com/r/Kotlin/
Dedicated Github page -
https://github.com/JetBrains/kotlin
https://github.com/KotlinBy/awesome-kotlin
Best Courses -
https://hyperskill.org/onboarding
https://play.kotlinlang.org/byExample/overview
https://www.geeksforgeeks.org/kotlin-programming-language/
https://www.udacity.com/
Other Tips / Hacks -
https://savvyapps.com/blog/kotlin-tips-android-development
https://career.guru99.com/top-25-kotlin-interview-questions-and-answers/
https://twitter.com/kotlin?lang=en
Kubernetes
Category/Type -
container-orchestration system
Official Documentation -
https://kubernetes.io/docs/home/
Best YouTube creators -
https://www.youtube.com/watch?v=X48VuDVv0do
https://www.youtube.com/watch?v=F-p_7XaEC84
https://www.youtube.com/watch?v=QJ4fODH6DXI
https://www.youtube.com/watch?v=R-3dfURb2hA
Useful Websites -
https://www.redhat.com/en/topics/containers/what-is-kubernetes
https://cloud.google.com/learn/what-is-kubernetes
https://kubernetes.io/docs/tutorials/kubernetes-basics/
https://www.tutorialspoint.com/kubernetes/index.htm
Dedicated Github page -
https://github.com/kubernetes/kubernetes
Best Courses -
https://www.coursera.org/specializations/architecting-google-kubernetes-engine
https://www.coursera.org/learn/ibm-containers-docker-kubernetes-openshift
https://www.coursera.org/learn/containerized-apps-on-aws
https://www.coursera.org/projects/container-orchestration-kubernetes
Other Tips / Hacks -
https://kubernetes.io/blog/2018/07/18/11-ways-not-to-get-hacked/
https://blog.neuvector.com/article/hack-kubernetes-container
Lightworks
Category/Type -
System software
Official Documentation -
https://cdn.lwks.com/docs/2020.1/Lightworks_2020.1_User_Guide.pdf
Best YouTube creators -
https://www.youtube.com/watch?v=W1MLW6_bpDk
https://www.youtube.com/watch?v=aff4HvsC4RI&list=PLGxqbtM7UZzRSsr_bpGtwwr2Mb_8-bQzU
https://www.youtube.com/watch?v=489O4snfHg8
https://www.youtube.com/watch?v=gXfyXAwFfVU
Useful Websites -
https://www.lwks.com/index.php?option=com_kunena&func=view&catid=20&id=22109&Itemid=81
https://www.premiumbeat.com/blog/lightworks-video-tutorials/
https://www.lwks.com/index.php?option=com_kunena&func=view&catid=26&id=201146&Itemid=81
https://www.lwks.com/index.php?option=com_content&view=article&id=162&Itemid=246&start=QuickStart
Dedicated Github page -
https://github.com/crazyants/Lightwork
https://github.com/amussey/sk-lightworks
https://github.com/bhush9/lightworks-arch
https://github.com/fx-planet/lwks-fx-bundle
Best Courses -
https://www.skillshare.com/browse/lightworks
https://www.udemy.com/course/lightworks-video-editing/
https://www.lwks.com/index.php?option=com_kunena&func=view&catid=27&id=200982&Itemid=81
https://www.educba.com/design/courses/lightworks-tutorial/
Other Tips / Hacks -
https://www.lwks.com/index.php?option=com_kunena&func=showcat&catid=27&Itemid=81
http://downloads.lwks.com/LW_Hints&Tips_for_v11.pdf
https://www.lwks.com/index.php?option=com_kunena&func=view&catid=27&id=32211&Itemid=81
Logstash
Category/Type -
Data processing pipeline
Official Documentation -
https://www.elastic.co/guide/en/logstash/current/introduction.html
Best YouTube creators -
https://www.youtube.com/channel/UCu4mLxrAkMEcjK9N1yJOxyA
https://www.youtube.com/channel/UC9Rc1hpWHUju8O2rYHAUVXA
https://www.youtube.com/channel/UCPzq-p1867fnr63xv1JhpNQ
https://www.youtube.com/playlist?list=PLS1QulWo1RIYkDHcPXUtH4sqvQQMH3_TN
https://www.youtube.com/playlist?list=PLg4JjvpqNDT_LJ02wDzpPA7NAIITOzEUL
https://www.youtube.com/playlist?list=PL589M8KPPT1ayEOAK32jp9mqurID6tEOy
Useful Websites -
https://www.tutorialspoint.com/logstash/index.htm
https://www.elastic.co/guide/en/logstash/current/getting-started-with-logstash.html
https://logz.io/blog/logstash-tutorial/
https://aws.amazon.com/elasticsearch-service/resources/articles/logstash-tutorial/
https://www.toptal.com/java/using-logstash-to-streamline-email-notifications
https://www.elastic.co/guide/en/logstash/current/advanced-pipeline.html
Dedicated Github page -
https://github.com/hugo53/awesome-logging
https://github.com/alamin-mahamud/awesome-elasticsearch
https://github.com/70data/awesome-elastic-stack
Best Courses -
https://www.udemy.com/course/complete-elasticsearch-masterclass-with-kibana-and-logstash/
https://www.udemy.com/course/processing-events-with-logstash/
https://www.udemy.com/course/elk-stack-2-learn-all-about-logstash-data-ingestion-tool/
https://www.udemy.com/course/logstashfundamentals/
Other Tips / Hacks -
https://www.elastic.co/guide/en/logstash/current/tips.html
https://medium.com/ableneo/best-practices-for-logstash-81e1eb6a6262
https://logz.io/blog/5-logstash-pitfalls-and-how-to-avoid-them/
https://kreuzwerker.de/en/post/tips-and-tricks-for-better-log-analysis-with-kibana-part-3
https://www.tutorialspoint.com/logstash/logstash_quick_guide.htm
Lua
Category/Type -
High-level programming language
Official Documentation -
https://www.lua.org/docs.html
Best YouTube creators -
https://www.youtube.com/watch?v=-iU1pCgmjx4&list=PLxgtJR7f0RBKGid7F2dfv7qc-xWwSee2O
https://www.youtube.com/watch?v=BfLUt3mfJiY
https://www.youtube.com/watch?v=kgiEF1frHQ8
https://www.youtube.com/watch?v=iMacxZQMPXs
https://www.youtube.com/watch?v=TAjh6AXLk-Y
Useful Websites -
https://www.wisdomjobs.com/e-university/lua-programming-language-tutorial-1757.html
https://hackr.io/tutorials/learn-lua
https://www.lua.org/pil/1.html
https://www.tutorialspoint.com/lua/index.htm
http://tylerneylon.com/a/learn-lua/
http://ebens.me/post/lua-for-programmers-part-1/
Dedicated Github page -
https://github.com/LuaJIT/LuaJIT
https://github.com/alibaba/LuaViewSDK
https://github.com/LuaDist/lua
https://github.com/lua/lua
https://github.com/LewisJEllis/awesome-lua
Best Courses -
https://www.skillshare.com/classes/Master-Lua-Programming-with-Lua-5-3/1890001751?via=browse-rating-lua-layout-grid
https://www.skillshare.com/classes/Introduction-to-Lua-Programming/1521575486?via=browse-rating-lua-layout-grid
http://tylerneylon.com/a/learn-lua/
https://www.udemy.com/course/lua-programming-master-the-basics/
https://www.udemy.com/course/complete-roblox-lua-start-making-games-with-roblox-studio/
Other Tips / Hacks -
https://inmation.com/docs/system/1.72/lua-scripting/tips-and-tricks.html
https://inspired-lua.org/index.php/category/tutorials/tips-and-tricks/
http://jwu.github.io/wiki/tips-in-lua/
https://www.lua.org/gems/sample.pdf
Matplotlib
Category/Type -
Python Library
Official Documentation -
https://matplotlib.org/stable/contents.html
Best YouTube creators -
https://www.youtube.com/playlist?list=PL-osiE80TeTvipOqomVEeZ1HRrcEvtZB_
https://www.youtube.com/watch?v=VFsRLjSc8GA
https://www.youtube.com/watch?v=3Xc3CA655Y4
https://www.youtube.com/playlist?list=PLQVvvaa0QuDfefDfXb9Yf0la1fPDKluPF
https://www.youtube.com/playlist?list=PL-osiE80TeTvipOqomVEeZ1HRrcEvtZB
Useful Websites -
https://www.w3schools.com/python/matplotlib_pyaplot.asp
https://www.tutorialspoint.com/matplotlib/index.htm
https://www.geeksforgeeks.org/python-introduction-matplotlib/
https://realpython.com/python-matplotlib-guide/
Dedicated Github page -
https://github.com/matplotlib/matplotlib
https://github.com/mwaskom/seaborn
https://github.com/rougier/matplotlib-cheatsheet
https://github.com/garrettj403/SciencePlots
Best Courses -
https://hackr.io/blog/best-python-courses
https://www.coursera.org/projects/plots-creation-using-matplotlib-python
https://www.freecodecamp.org/news/matplotlib-course-learn-python-data-visualization/
Other Tips / Hacks -
https://www.analyticsvidhya.com/blog/2020/05/10-matplotlib-tricks-data-visualization-python/
https://towardsdatascience.com/simple-ways-to-improve-your-matplotlib-b64eebccfd5
https://pythonmatplotlibtips.blogspot.com/
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Python_Matplotlib_Cheat_Sheet.pdf
Maya
Category/Type -
3D modeling and animation program
Official Documentation -
https://knowledge.autodesk.com/support/maya/getting-started/caas/simplecontent/content/maya-documentation.html
Best YouTube creators -
https://www.youtube.com/user/Autodesk
https://www.youtube.com/user/MayaHowTos
https://www.youtube.com/playlist?list=PLD8E5717592CF5C26
https://www.youtube.com/playlist?list=PLsPHRLf6UN4k0_AfrTzLmK4iDV9J97-qR
https://www.youtube.com/c/InspirationTuts/featured
https://www.youtube.com/playlist?list=PL_wyEvNVo1UQbNt9tKmg4AvhwpYKcQnML
https://www.youtube.com/playlist?list=PLhzdYQZ3iGsJqYhL-VSJjmWaL9pU0K5Im
https://www.youtube.com/playlist?list=PLhzdYQZ3iGsJqYhL-VSJjmWaL9pU0K5Im
Useful Websites -
https://www.bgsu.edu/content/dam/BGSU/libraries/documents/collab-lab/Maya-Tutorial.pdf
https://designmodo.com/maya-tutorials/
Dedicated Github page -
https://github.com/ADN-DevTech/Maya-Training-Material
https://github.com/Autodesk/maya-usd
Best Courses -
https://www.udemy.com/course/autodesk-maya-3d-animation-course/
https://www.udemy.com/course/learn-maya-for-beginners/
https://www.udemy.com/course/complete-maya-fluids-bootcamp/
https://www.udemy.com/course/maya-for-beginners-complete-3d-animation-masterclass/
Other Tips / Hacks -
https://www.creativebloq.com/advice/20-tips-to-master-maya
https://area.autodesk.com/tutorials/15-must-know-tips-tricks-in-maya-2020/
https://fullrotation.com/maya-tips-for-beginners/
https://academy.archistar.ai/the-top-18-tips-for-getting-more-from-maya
Modo
Category/Type -
Software
Official Documentation -
https://learn.foundry.com/modo/12.2/content/help/pages/learn.html
Best YouTube creators -
https://www.youtube.com/watch?v=9EbrNJLu844
https://www.youtube.com/watch?v=y3evCKNErRM
https://www.youtube.com/watch?v=MJ4kiAqMmZs&list=PLBX-X8mPyxIpS4xGg1Y9xvRnLHcvYRNic
https://www.youtube.com/watch?v=lT2SLh7LZn0
https://www.youtube.com/watch?v=8pLx-u-0yG4
Useful Websites -
https://3dtotal.com/tutorials/modo
https://www.sculpteo.com/en/tutorial/modo-prepare-your-model-3d-printing/
https://learn.foundry.com/modo
https://learn.foundry.com/modo
https://www.carbodydesign.com/tutorials/3d/modo-tutorials/
https://evermotion.org/tutorials/category/modo/49
Dedicated Github page -
https://github.com/modolabs
https://github.com/TheFoundry-Modo
https://github.com/modo-studio
https://github.com/terrakok/Modo
https://github.com/csprance/awesome-modo
Best Courses -
https://www.pluralsight.com/browse/manufacturing-design/modo
https://www.lynda.com/MODO-tutorials/Modo-2019-Essential-Training/2800331-2.html
https://learn.foundry.com/course/3128/view/modo-essentials
https://www.udemy.com/course/introduction-to-modo
https://www.pluralsight.com/browse/manufacturing-design/modo
Other Tips / Hacks -
https://www.pixelfondue.com/blog/2020/6/8/modo-
https://www.pluralsight.com/courses/tips-tricks-modo-977
https://community.foundry.com/discuss/forum/36/tips-tricks-tutorials
https://www.creativebloq.com/features/10-top-modo-tips-and-techniques
Metal
Category/Type -
GPU-accelerated graphics and compute framework
Official Documentation -
https://developer.apple.com/documentation/metal
Best YouTube creators -
https://www.youtube.com/playlist?list=PL23Revp-82LJG3vcDPm8w7b5HTKjBOY0W
https://www.youtube.com/playlist?list=PLEXt1-oJUa4CeZsjC7Tpk6eUgx3WEgMi9
https://www.youtube.com/playlist?list=PLEXt1-oJUa4BVgjZt9tK2MhV_DW7PVDsg
https://www.youtube.com/channel/UC2YJDV1JrhdJ0Tkyy3gWhuw
https://www.youtube.com/user/rwenderlich
Useful Websites -
https://www.raywenderlich.com/7475-metal-tutorial-getting-started
https://developer.apple.com/metal/sample-code/
https://donaldpinckney.com/metal/2018/07/05/metal-intro-1.html
https://metalbyexample.com
http://englishonlineclub.com/pdf/Metal%20Programming%20Guide%20-%20Comprehensive%20Tutorial%20and%20Reference%20via%20Swift%20(Rough%20Cuts)%20[EnglishOnlineClub.com].pdf
Dedicated Github page -
https://github.com/dehesa/Metal
https://github.com/Hi-Rez/Satin
https://github.com/twohyjr/Metal-Game-Engine-Tutorial
https://github.com/colin1994/Metal-Practice
https://github.com/atveit/SwiftMetalForOSX
Best Courses -
https://www.udemy.com/course/ios-13-app-development-bootcamp/
https://www.udemy.com/course/ios11-app-development-bootcamp/
https://www.udemy.com/course/devslopes-ios10/
Other Tips / Hacks -
https://developer.apple.com/videos/play/wwdc2017/607/
https://developer.apple.com/library/archive/documentation/3DDrawing/Conceptual/MTLBestPracticesGuide/index.html
MongoDB
Category/Type -
Document-oriented database
Official Documentation -
https://docs.mongodb.com
Best YouTube creators -
https://www.youtube.com/user/MongoDB
https://www.youtube.com/user/TechGuyWeb
https://www.youtube.com/user/intellipaaat
https://www.youtube.com/playlist?list=PL4cUxeGkcC9jpvoYriLI0bY8DOgWZfi6u
https://www.youtube.com/playlist?list=PLRAV69dS1uWTaoxyeBbKpAEF90i4ijUQZ
https://www.youtube.com/playlist?list=PLS1QulWo1RIZtR6bncmSaH8fB81oRl6MP
Useful Websites -
https://www.guru99.com/mongodb-tutorials.html
https://www.tutorialspoint.com/mongodb/index.htm
https://www.javatpoint.com/mongodb-tutorial
https://university.mongodb.com
Dedicated Github page -
https://github.com/mongodb/mongo
https://github.com/mongodb
Best Courses -
https://www.coursera.org/learn/introduction-mongodb
https://www.pluralsight.com/courses/mongodb-introduction
https://www.udemy.com/course/the-complete-developers-guide-to-mongodb
https://www.pluralsight.com/courses/mongodb-administration
Other Tips / Hacks -
https://www.oreilly.com/library/view/50-tips-and/9781449306779/
https://dzone.com/articles/mongodb-design-tips-amp-tricks
https://www.mongodb.com/presentations/tips-and-tricks-for-query-performance-let-us-explain-them
https://www.roihunter.com/blog/5-successful-tips-you-need-to-optimize-mongodb
Nginx
Category/Type -
Web server
Official Documentation -
https://nginx.org/en/docs/
Best YouTube creators -
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/hiteshitube
https://www.youtube.com/user/GISIGeometry
https://www.youtube.com/playlist?list=PLGz_X9w9raXf748bzuGOV6XJv7q3wLxhZ
https://www.youtube.com/playlist?list=PL10Ao--Mok8MgVMkUqsqnnYRoFtL9P81m
Useful Websites -
http://tutorials.jenkov.com/nginx/index.html
https://www.javatpoint.com/nginx-tutorial
https://ubuntu.com/tutorials/install-and-configure-nginx#1-overview
https://www.digitalocean.com/community/tags/nginx
https://www.tutorialspoint.com/ubuntu/ubuntu_nginx.htm
Dedicated Github page -
https://github.com/nginx-boilerplate/nginx-boilerplate
https://github.com/agile6v/awesome-nginx
https://github.com/fcambus/nginx-resources
https://github.com/wallarm/awesome-nginx-security
Best Courses -
https://www.udemy.com/course/nginx-fundamentals/
https://www.udemy.com/course/nginx-beginner-to-advanced/
https://www.lynda.com/course-tutorials/Nginx-High-Performance-Servers/724790-2.html
https://cloudacademy.com/course/nginx-core/nginx-core-introduction/
Other Tips / Hacks -
https://www.51sec.org/2020/04/13/nginx-tips-and-tricks-load-balancer-configuration/
https://www.nginx.com/blog/performance-tuning-tips-tricks/
https://www.nginx.com/blog/10-tips-for-10x-application-performance/
https://www.monitis.com/blog/5-quick-tips-to-optimize-your-nginx-performance/
https://www.freecodecamp.org/news/powerful-ways-to-supercharge-your-nginx-server-and-improve-its-performance-a8afdbfde64d/
https://www.howtoforge.com/tips-and-tricks-to-secure-your-nginx-web-server/
NLTK
Category/Type -
Python Library
Official Documentation -
https://www.nltk.org/
Best YouTube creators -
https://www.youtube.com/playlist?list=PLQVvvaa0QuDf2JswnfiGkliBInZnIC4HL
https://www.youtube.com/watch?v=WYge0KZBhe0
https://www.youtube.com/watch?v=X2vAabgKiuM
https://www.youtube.com/watch?v=U8m5ug9Q54M
https://www.youtube.com/watch?v=bgFKoaKX3ec
https://www.youtube.com/watch?v=YB7XXDXIusg
Useful Websites -
https://www.guru99.com/nltk-tutorial.html
https://www.nltk.org/book/ch06.html
https://www.nltk.org/install.html
https://data-flair.training/blogs/nltk-python-tutorial/
Dedicated Github page -
https://github.com/nltk/nltk
https://github.com/vinta/awesome-python#natural-language-processing
https://github.com/hb20007/hands-on-nltk-tutorial
https://github.com/csurfer/rake-nltk/commits/master
Best Courses -
https://www.udemy.com/course/natural-language-processing-nlp-for-beginners-using-nltk-in-python/
https://www.datacamp.com/courses/natural-language-processing-fundamentals-in-python
https://www.itexperttraining.com/core/course/nltk-with-python-3-for-natural-language-processing/
https://www.udemy.com/course/complete-natural-language-processing-nlp-with-spacy-nltk/
Other Tips / Hacks -
https://awesomeopensource.com/projects/nltk
https://opensource.com/article/20/8/nlp-python-nltk
https://medium.com/@ritidass29/the-essential-guide-to-how-nlp-works-4d3bb23faf76
https://www.kaggle.com/learn-forum/171334
https://cheatography.com/murenei/cheat-sheets/natural-language-processing-with-python-and-nltk/
Node.js
Category/Type -
Programming language
Official Documentation -
https://nodejs.org/en/docs/
Best YouTube creators -
https://www.youtube.com/user/programmingwithmosh
https://www.youtube.com/user/javaboynavin
https://www.youtube.com/user/hiteshitube
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/playlist?list=PLsyeobzWxl7occsESx2X1E2R2Uw5wCoeG
https://www.youtube.com/playlist?list=PL4cUxeGkcC9gcy9lrvMJ75z9maRw4byYp
https://www.youtube.com/playlist?list=PLillGF-RfqbYRpji8t4SxUkMxfowG4Kqp
Useful Websites -
https://www.w3schools.com/nodejs/
https://www.tutorialspoint.com/nodejs/index.htm
https://nodejs.dev/learn
https://www.javatpoint.com/nodejs-tutorial
https://www.guru99.com/node-js-tutorial.html
https://medium.com/edureka/learn-node-js-b3a9c6fb632c
Dedicated Github page -
https://github.com/sindresorhus/awesome-nodejs
https://github.com/sqreen/awesome-nodejs-projects
https://github.com/bnb/awesome-awesome-nodejs
https://github.com/tejasrsuthar/Awesome-NodeJS
Best Courses -
https://www.udemy.com/course/the-complete-nodejs-developer-course-2/
https://www.udemy.com/course/nodejs-the-complete-guide/
https://www.udemy.com/course/advanced-node-for-developers/
https://www.udemy.com/course/nodejs-express-mongodb-bootcamp/
https://www.pluralsight.com/courses/nodejs-getting-started
https://www.udemy.com/course/learn-nodejs-by-building-10-projects/
Other Tips / Hacks -
https://www.sitepoint.com/10-tips-make-node-js-web-app-faster/
https://medium.com/@faisalabid/7-tips-for-a-node-js-padawan-e7c0b0e5ce3c
https://medium.com/swlh/node-js-magical-tips-every-developer-should-remember-4c27b4dc6e2b
https://www.mobileappdaily.com/nodejs-development-tips
Nuke
Category/Type -
System software
Official Documentation -
https://learn.foundry.com/nuke/13.0/content/learn_nuke.html
Best YouTube creators -
https://www.youtube.com/watch?v=6ZDMpXKQlSM
https://www.youtube.com/watch?v=EIY5xbLMbjQ
https://www.youtube.com/watch?v=wZ9skxwLa7g
https://www.youtube.com/watch?v=y_GfzLbXgwE
https://www.youtube.com/watch?v=IoBue9yyuFM
Useful Websites -
https://www.nukecompositingtutorials.com
https://www.pluralsight.com/browse/creative-professional/3d-vfx/nuke
https://conceptartempire.com/nuke-tutorials/
https://learn.foundry.com/nuke
https://www.toolfarm.com/tutorials/nuke_and_nuke_x/
http://www.cgmeetup.net/home/tag/nuke-free-tutorial/
Dedicated Github page -
https://github.com/gruntwork-io/cloud-nuke
https://github.com/rebuy-de/aws-nuke
https://github.com/nuke-build/nuke
https://github.com/kean/Nuke
https://github.com/KasumiL5x/nuketools
Best Courses -
https://www.udemy.com/course/vfx-compositing-with-nuke-the-complete-2d-edition/
https://www.udemy.com/course/introduction-to-nuke-compositing-nk101/
https://www.fxphd.com/nuke/
https://github.com/gruntwork-io/cloud-nuke
https://www.lynda.com/CINEMA-4D-tutorials/VFX-Techniques-Creating-CG-Flag-Nuke-CINEMA-4D/162573-2.html
Other Tips / Hacks -
https://www.ivansorgente.com/nuke-tips-and-tricks/
https://learn.foundry.com/nuke
https://www.fxphd.com/details/534/
https://taukeke.com/nuke-tips/
NumPy
Category/Type -
Python Library
Official Documentation -
https://numpy.org/
Best YouTube creators -
https://www.youtube.com/watch?v=Rbh1rieb3zc
https://www.youtube.com/watch?v=QUT1VHiLmmI
https://www.youtube.com/playlist?list=PLzgPDYo_3xukqLLjNeuCxj4CwvkJin03Z
https://www.youtube.com/watch?v=GB9ByFAIAH4
https://www.youtube.com/watch?v=j31ah5Qa4QI
Useful Websites - https://www.w3schools.com/python/numpy_intro.asp
https://www.tutorialspoint.com/numpy/index.htm
https://cs231n.github.io/python-numpy-tutorial/
https://www.guru99.com/numpy-tutorial.html
Dedicated Github page -
https://github.com/numpy/numpy
https://github.com/rougier/numpy-100
https://github.com/Kyubyong/numpy_exercises
https://github.com/numba/numba
Best Courses -
https://www.udemy.com/course/numpy-with-python/?utm_source=adwords&utm_medium=udemyads&utm_campaign=DSA_Catchall_la.EN_cc.INDIA&utm_content=deal4584&utm_term=_._ag_82569850245_._ad_437477497173_._kw__._de_c_._dm__._pl__._ti_dsa-93451758763_._li_1007765_._pd__._&matchtype=b&gclid=Cj0KCQjw0caCBhCIARIsAGAfuMxgidqMaiqKmmbIMrku0btAoI0B8zX-DXMbUHUGP4VcGYT8hHXwN7MaApDEEALw_wcB
https://www.coursera.org/courses?query=numpy&page=1
https://www.python-course.eu/numpy.php
https://www.edx.org/learn/numpy
Other Tips / Hacks -
https://towardsdatascience.com/hitchhiker-tips-on-effectively-using-python-numpy-arrays-66649b7bd5fb
http://arogozhnikov.github.io/2015/09/29/NumpyTipsAndTricks1.html
https://www.dataquest.io/blog/numpy-cheat-sheet/
https://predictivehacks.com/tips-about-numpy-arrays/
OpenCv
Category/Type -
Python Module
Official Documentation -
https://docs.opencv.org/master/
Best YouTube creators -
https://www.youtube.com/watch?v=WQeoO7MI0Bs
https://www.youtube.com/watch?v=oXlwWbU8l2o
https://www.youtube.com/playlist?list=PLS1QulWo1RIa7D1O6skqDQ-JZ1GGHKK-K
https://www.youtube.com/playlist?list=PLQVvvaa0QuDdttJXlLtAJxJetJcqmqlQq
https://www.youtube.com/playlist?list=PLkPmSWtWNIyQqAQxZ2S_M6bV67UFTff8e
Useful Websites - https://www.tutorialspoint.com/opencv/opencv_overview.htm
https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_tutorials.html
https://www.geeksforgeeks.org/opencv-overview/
Dedicated Github page -
https://github.com/opencv/opencv
https://github.com/opencv/opencv_contrib
https://github.com/hoangtv2000/opencv_practices
https://github.com/oarriaga/face_classification
https://github.com/italojs/awesome-opencv#links
Best Courses -
https://www.udemy.com/course/master-computer-vision-with-opencv-in-python/?gclid=Cj0KCQjw3duCBhCAARIsAJeFyPVvraSsFcVU7JtZ6D2MBIe6PXITl9WwjiSNSz2XlJkNapzX9BcMXQMaAoKCEALw_wcB&matchtype=e&utm_campaign=LongTail_la.EN_cc.INDIA&utm_content=deal4584&utm_medium=udemyads&utm_source=adwords&utm_term=_._ag_78875688843_._ad_387461487962_._kw_opencv+course_._de_c_._dm__._pl__._ti_kwd-825886677541_._li_1007765_._pd__._
https://hackr.io/tutorials/learn-opencv
https://www.pyimagesearch.com/free-opencv-computer-vision-deep-learning-crash-course/
Other Tips / Hacks -
https://cv-tricks.com/tag/opencv/
https://www.pyimagesearch.com/2018/07/19/opencv-tutorial-a-guide-to-learn-opencv/
https://heartbeat.fritz.ai/opencv-python-cheat-sheet-from-importing-images-to-face-detection-52919da36433
https://www.kaggle.com/learn-forum/158267
OpenGL
Category/Type -
Application programming interface
Official Documentation -
https://www.khronos.org/registry/OpenGL-Refpages/gl2.1/xhtml
Best YouTube creators -
https://www.youtube.com/watch?v=W3gAzLwfIP0&list=PLlrATfBNZ98foTJPJ_Ev03o2oq3-GGOS2
https://www.youtube.com/watch?v=3aJ8OR1C6pk&list=PLWzp0Bbyy_3jy34HlDrEWlcG3rF99gkvk
https://www.youtube.com/watch?v=_POT8K638VY&list=PLysLvOneEETPlOI_PI4mJnocqIpr2cSHS
https://www.youtube.com/watch?v=pKJ52fDq6Cw&list=PL6xSOsbVA1eYSZTKBxnoXYboy7wc4yg-Z
Useful Websites -
https://www.opengl.org
https://developer.android.com/guide/topics/graphics/opengl
https://learnopengl.com/Getting-started/OpenGL
https://developer.nvidia.com/opengl
Dedicated Github page -
https://github.com/McNopper/OpenGL
https://github.com/danginsburg/opengles3-book
https://github.com/TheCherno/OpenGL
https://github.com/learnopengles/Learn-OpenGLES-Tutorials
Best Courses -
https://learnopengl.com
http://www.opengl-tutorial.org
https://www.udemy.com/course/graphics-with-modern-opengl/
https://www.udemy.com/course/opengl-tutorials/
Other Tips / Hacks -
https://anteru.net/blog/2009/opengl-tips-tricks/
https://software.intel.com/content/www/us/en/develop/articles/opengl-performance-tips-avoid-opengl-calls-that-synchronize-cpu-and-gpu.html?language=fr
https://www.g-truc.net/post-opengl-tips.html
https://docs.microsoft.com/en-us/windows/win32/opengl/opengl-performance-tips
Pandas
Category/Type -
Python Library
Official Documentation -
https://pandas.pydata.org/pandas-docs/stable/user_guide/10min.html
Best YouTube creators -
https://www.youtube.com/watch?v=RhEjmHeDNoA
https://www.youtube.com/watch?v=vmEHCJofslg
https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy
https://www.youtube.com/playlist?list=PL-osiE80TeTsWmV9i9c58mdDCSskIFdDS
https://www.youtube.com/watch?v=PfVxFV1ZPnk
Useful Websites - https://www.w3schools.com/python/pandas/default.asp
https://www.geeksforgeeks.org/python-pandas-dataframe/
https://www.tutorialspoint.com/python_pandas/index.htm
https://www.guru99.com/python-pandas-tutorial.html
Dedicated Github page -
https://github.com/pandas-dev/pandas
https://github.com/guipsamora/pandas_exercises
https://github.com/jvns/pandas-cookbook
https://github.com/pandas-profiling/pandas-profiling
Best Courses -
https://www.udemy.com/course/pandas-with-python/?utm_source=adwords&utm_medium=udemyads&utm_campaign=DSA_Catchall_la.EN_cc.INDIA&utm_content=deal4584&utm_term=_._ag_82569850245_._ad_437477497173_._kw__._de_c_._dm__._pl__._ti_dsa-93451758763_._li_1007765_._pd__._&matchtype=b&gclid=CjwKCAiA4rGCBhAQEiwAelVtiyOLt23mCQWbnbXh2ParLwofEmo6VRzFYm-QkCqhsrLFboW0m8C_LBoCPiEQAvD_BwE
https://www.datacamp.com/courses/pandas-foundations?utm_source=adwords_ppc&utm_campaignid=1458011002&utm_adgroupid=56096313269&utm_device=c&utm_keyword=pandas%20course&utm_matchtype=e&utm_network=g&utm_adpostion=&utm_creative=278841530121&utm_targetid=aud-392016246653:kwd-303144560159&utm_loc_interest_ms=&utm_loc_physical_ms=1007765&gclid=CjwKCAiA4rGCBhAQEiwAelVti74KYX9jPoB5UPrEbk-8vQ-UJ3W3TSI3CXHF0xd-s5zNiYx-H0pCvBoCj94QAvD_BwE
https://www.coursera.org/specializations/data-science-python?utm_source=gg&utm_medium=sem&utm_campaign=29-AppliedDataSciencePython-IN&utm_content=29-AppliedDataSciencePython-IN&campaignid=12032519429&adgroupid=115699205426&device=c&keyword=course%20era%20python&matchtype=b&network=g&devicemodel=&adpostion=&creativeid=490702858445&hide_mobile_promo&gclid=CjwKCAiA4rGCBhAQEiwAelVtiydF6sFdn_W5BY4bt5nyDg1j6NJM9cDYXWD47EiCfAEKoSH45lOB_xoCtLMQAvD_BwE
https://courses.analyticsvidhya.com/courses/pandas-for-data-analysis-in-python
Other Tips / Hacks -
https://towardsdatascience.com/10-python-pandas-tricks-to-make-data-analysis-more-enjoyable-cb8f55af8c30
https://www.dataschool.io/python-pandas-tips-and-tricks/
https://www.analyticsvidhya.com/blog/2020/07/5-striking-pandas-tips-and-tricks-for-analysts-and-data-scientists/
https://paulvanderlaken.com/2020/06/30/100-python-pandas-tips-tricks/
https://www.dataschool.io/future-of-pandas/
PHP
Category/Type -
Programming Language
Official Documentation -
https://www.php.net/docs.php
Best YouTube creators -
https://www.youtube.com/playlist?list=PLu0W_9lII9aikXkRE0WxDt1vozo3hnmtR
https://www.youtube.com/playlist?list=PL442FA2C127377F07
https://www.youtube.com/watch?v=OK_JCtrrv-c
https://www.youtube.com/channel/UCjH-FPCFAWZEDP8EZVZ0nlQ
https://www.youtube.com/playlist?list=PL4cUxeGkcC9gksOX3Kd9KPo-O68ncT05o
https://www.youtube.com/watch?v=hx38tnlYGlA
Useful Websites -
https://www.w3schools.com/php/
https://phptherightway.com/
https://www.tutorialspoint.com/php/index.htm
https://www.javatpoint.com/php-tutorial
https://www.phptpoint.com/php-tutorial/
https://www.guru99.com/php-tutorials.html
Dedicated Github page -
https://github.com/php/php-src
https://github.com/PHPMailer/PHPMailer
https://github.com/ziadoz/awesome-php
Best Courses -
https://www.udemy.com/course/php-for-complete-beginners-includes-msql-object-oriented/
https://www.udemy.com/course/php-with-laravel-for-beginners-become-a-master-in-laravel/
https://www.udemy.com/course/learn-object-oriented-php-by-building-a-complete-website/
https://www.udemy.com/course/the-complete-php-mysql-professional-course/
Other Tips / Hacks -
https://www.htmlgoodies.com/beyond/php/article.php/3907521/Top-10-PHP-Tips-for-Developers.htm
https://dev.to/mychi_darko/php-tips-and-tricks-4kpn
https://websitesetup.org/php-cheat-sheet/
https://www.smashingmagazine.com/2009/03/10-useful-php-tips-revisited/
PostgreSQL
Category/Type -
Relational Database Management System
Official Documentation -
https://www.postgresql.org/docs/
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/SocraticaStudios
https://www.youtube.com/playlist?list=PLwvrYc43l1MxAEOI_KwGe8l42uJxMoKeS
https://www.youtube.com/playlist?list=PLS1QulWo1RIa-sDLWbP01sEnlm_Bxmvqs
https://www.youtube.com/playlist?list=PLxtrcgLvnR2Yjj4mIbL1aspC_XzVNvP_6
Useful Websites -
https://www.postgresqltutorial.com
https://www.tutorialspoint.com/postgresql/index.htm
https://www.javatpoint.com/postgresql-tutorial
https://www.guru99.com/postgresql-tutorial.html
https://w3resource.com/PostgreSQL/tutorial.php
Dedicated Github page -
https://github.com/postgres/postgres
https://github.com/postgres
Best Courses -
https://www.udemy.com/course/the-complete-python-postgresql-developer-course/
https://www.udemy.com/course/sql-and-postgresql-for-beginners/
https://www.udemy.com/course/intro-to-postgresql-databases-with-pgadmin/
https://www.udemy.com/course/postgresql-from-zero-to-hero/
https://www.udemy.com/course/postgresql-database-administration-dba-for-beginners/
Other Tips / Hacks -
https://www.freecodecamp.org/news/postgresql-tricks/
https://www.cybertec-postgresql.com/en/tips-and-tricks-to-kick-start-postgres-year-2020/
https://pgdash.io/blog/postgres-psql-tips-tricks.html
https://www.enterprisedb.com/blog/tips-postgres-postgres-insider
Puppet
Category/Type -
IT automation
Official Documentation -
https://puppet.com/docs/puppet/5.5/puppet_index.html
Best YouTube creators -
https://www.youtube.com/watch?v=PL_J5Gj3GAQ
https://www.youtube.com/watch?v=QFcqvBk1gNA
https://www.youtube.com/watch?v=kHD4KQKKP5Y
https://www.youtube.com/watch?v=PL_J5Gj3GAQ
Useful Websites -
https://www.edureka.co/blog/what-is-puppet/
https://www.guru99.com/puppet-tutorial.html
https://www.tutorialspoint.com/puppet/index.htm
Dedicated Github page -
https://github.com/puppetlabs/puppet
https://github.com/puppeteer/puppeteer
https://github.com/puppetlabs
Best Courses -
https://puppet.com/learning-training/
https://www.udemy.com/course/learning-puppet/
https://www.udemy.com/course/learn-puppet/
https://www.udemy.com/course/learning-puppet/
Other Tips / Hacks -
https://puppet.com/blog/category/tips-how-to/
https://ospassist.puppet.com/hc/en-us/articles/360043112494-Puppet-tips-and-tricks
https://blog.kumina.nl/tag/puppet-tips-and-tricks/
Python
Category/Type -
Open Source Programming Language
Official Documentation -
https://docs.python.org/3/
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/channel/UCeVMnSShP_Iviwkknt83cww
https://www.youtube.com/channel/UCfv8cds8AfIM3UZtAWOz6Gg
Useful Websites -
https://www.reddit.com/r/Python/
https://stackoverflow.com/questions/tagged/python
Dedicated Github page -
https://github.com/topics/python
https://github.com/vinta/awesome-python
Best Courses -
https://www.codingninjas.com/courses/online-python-course
https://codeforcause.org/ds-algo-with-python
https://www.udemy.com/course/complete-python-bootcamp/
Other Tips / Hacks -
https://www.geeksforgeeks.org/10-essential-python-tips-tricks-programmers/
https://medium.com/towards-artificial-intelligence/50-python-3-tips-tricks-e5dbe05212d7
PyTorch
Category/Type -
Machine Learning Library
Official Documentation -
https://pytorch.org/docs/stable/index.html
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/krishnaik06
https://www.youtube.com/channel/UCWXI5YeOsh03QvJ59PMaXFw
https://www.youtube.com/user/FacebookDevelopers
https://www.youtube.com/playlist?list=PLhhyoLH6IjfxeoooqP9rhU3HJIAVAJ3Vz
https://www.youtube.com/playlist?list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4
https://www.youtube.com/playlist?list=PLWKjhJtqVAbm3T2Eq1_KgloC7ogdXxdRa
https://www.youtube.com/playlist?list=PLu0W_9lII9agICnT8t4iYVSZ3eykIAOME
Useful Websites -
https://pytorch.org/tutorials/
https://www.tutorialspoint.com/pytorch/index.htm
https://machinelearningmastery.com/pytorch-tutorial-develop-deep-learning-models/
https://towardsdatascience.com/understanding-pytorch-with-an-example-a-step-by-step-tutorial-81fc5f8c4e8e
https://www.analyticsvidhya.com/blog/2018/02/pytorch-tutorial/
https://www.javatpoint.com/pytorch
https://www.kaggle.com/kanncaa1/pytorch-tutorial-for-deep-learning-lovers
Dedicated Github page -
https://github.com/bharathgs/Awesome-pytorch-list
https://github.com/Tramac/awesome-semantic-segmentation-pytorch
https://github.com/rickiepark/awesome-pytorch
https://github.com/HobbitLong/PyContrast
https://github.com/JianzhouZhan/Awesome-RecSystem-Models
Best Courses -
https://www.coursera.org/learn/deep-neural-networks-with-pytorch
https://www.coursera.org/projects/pytorch-beginner
https://www.coursera.org/projects/getting-started-pytorch
https://www.udacity.com/course/deep-learning-pytorch--ud188
https://www.udemy.com/course/pytorch-for-deep-learning-with-python-bootcamp/
https://www.udemy.com/course/pytorch-for-deep-learning-and-computer-vision/
https://www.udemy.com/course/reinforcement-learning-with-pytorch/
https://www.udemy.com/course/deep-learning-with-pytorch/
Other Tips / Hacks -
https://towardsdatascience.com/7-tips-for-squeezing-maximum-performance-from-pytorch-ca4a40951259
https://medium.com/quantyca/pytorch-tips-and-tricks-from-tensors-to-neural-networks-febc73b3e34c
https://towardsdatascience.com/9-tips-for-training-lightning-fast-neural-networks-in-pytorch-8e63a502f565
https://www.kaggle.com/getting-started/150888
https://jarvislabs.ai/blogs/transfer-learning
Ranorex
Category/Type -
Software
Official Documentation -
https://www.ranorex.com/help/latest/
Best YouTube creators -
https://www.youtube.com/watch?v=ztbVEK-s9aQ
https://www.youtube.com/watch?v=b1Ofv_TekbY&list=PLttK-VXRJYjYmfIfgmMsKFcK3JSltS5wM
https://www.youtube.com/watch?v=pE4QKR65EAw
https://www.youtube.com/watch?v=QVzKqwM993U
https://www.youtube.com/watch?v=WJDvHJrIVMg
Useful Websites -
https://testcollab.com/blog/ranorex-integration-test-automation/
https://medium.com/@Synerzip/a-hands-on-ranorex-test-automation-tool-tutorial-a1b3ff447978
https://www.janbasktraining.com/blog/ranorex-tutorial/
https://www.ranorex.com/help/latest/ranorex-studio-fundamentals/ranorize-20-minutes/introduction/
https://www.synerzip.com/a-hands-on-ranorex-test-automation-tool-tutorial/
https://testcollab.com/blog/ranorex-integration-test-automation/
Dedicated Github page -
https://github.com/Thomas-Gruber-90/RanorexLibrary
https://github.com/ranorex/Jenkins-Ranorex-Plugin
https://github.com/ranorex/Ranorex-Jira-Integration
https://github.com/ranorex/Packages
https://github.com/Neotys-Labs/Ranorex
Best Courses -
https://www.zeolearn.com/functional-testing-using-ranorex-training
https://www.gangboard.com/software-testing-training/ranorex-test-automation-training
https://www.ranorex.com/training/
https://www.besanttechnologies.com/ranorex-training
https://mindmajix.com/ranorex-training
Other Tips / Hacks -
https://www.ranorex.com/blog/effective-continuous-testing/
https://www.ranorex.com/blog/tips-testing-containers/
https://www.ranorex.com/blog/ranorexpath-tips-and-tricks/
https://www.ranorex.com/help/latest/ranorex-studio-fundamentals/
ReactJS
Category/Type -
JavaScript Framework
Official Documentation -
https://reactjs.org/docs/getting-started.html
Best YouTube creators -
https://www.youtube.com/user/TechGuyWeb
https://www.youtube.com/channel/UC80PWRj_ZU8Zu0HSMNVwKWw
https://www.youtube.com/user/hiteshitube
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
ReactJS Projects -
https://react-projects.netlify.app/
Dedicated Github page -
https://github.com/enaqx/awesome-react
https://github.com/Hermanya/awesome-react-bootstrap-components
https://github.com/FormidableLabs/spectacle
Best Courses -
https://www.udemy.com/course/react-the-complete-guide-incl-redux/
https://www.codecademy.com/learn/react-101
https://www.coursera.org/projects/build-first-react-website
https://www.coursera.org/learn/front-end-react
Other Tips / Hacks -
https://blog.bitsrc.io/5-recommended-reactjs-tips-and-best-practices-9a7e2f6526a4
https://dev.to/simonholdorf/10-tips-tricks-that-will-make-you-a-better-reactjs-dev-4fhn
https://www.raywenderlich.com/2807578-android-studio-tips-and-tricks
Redis
Category/Type -
In-memory key–value database
Official Documentation -
https://redis.io/documentation
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/user/TechGuyWeb
https://www.youtube.com/channel/UCD78lHSwYqMlyetR0_P4Vig
https://www.youtube.com/playlist?list=PLS1QulWo1RIYZZxQdap7Sd0ARKFI-XVsd
https://www.youtube.com/playlist?list=PLhW3qG5bs-L8n1fsiT8z_VnDhnUk4vaVq
https://www.youtube.com/playlist?list=PLXM5y5j_b0mMdVF5p_2ug_b5tWqah_tfJ
Useful Websites -
https://www.tutorialspoint.com/redis/index.htm
https://redis.io/topics/introduction
https://www.javatpoint.com/redis-tutorial
https://www.w3resource.com/redis/
https://redislabs.com/ebook/part-1-getting-started/chapter-1-getting-to-know-redis/
https://auth0.com/blog/introduction-to-redis-install-cli-commands-and-data-types/
Dedicated Github page -
https://github.com/JamzyWang/awesome-redis
https://github.com/janl/awesome
https://github.com/redis/redis
https://github.com/pranavgupta1234/awesome-redis-optimizations
Best Courses -
https://www.udemy.com/course/learn-redis-and-utilize-jedis-with-spring-data-redis/
https://www.udemy.com/course/learn-redis/
https://www.udemy.com/course/redis-bootcamp-for-beginners/
https://www.udemy.com/course/redis-latest/
https://www.lynda.com/Redis-tutorials/Learning-Redis/642501-2.html
Other Tips / Hacks -
https://www.objectrocket.com/blog/how-to/10-quick-tips-about-redis/
https://dzone.com/articles/tips-amp-tricks-to-using-keys-innbspredis
https://medium.com/swlh/use-the-source-redis-internal-tricks-5a8b735b9ef0
http://dmitrypol.github.io/redis/2015/10/15/redis-rails-tips.html
Ruby
Category/Type -
Programming language
Official Documentation -
https://www.ruby-lang.org/en/documentation/
Best YouTube creators -
https://www.youtube.com/watch?v=t_ispmWmdjY
https://www.youtube.com/watch?v=Dji9ALCgfpM
https://www.youtube.com/watch?v=SHzeVBrW_rA&list=PLlxmoA0rQ-Lx45j3D6da7-Iqvo5wtjKBm
https://www.youtube.com/watch?v=WJlfVjGt6Hg
https://www.youtube.com/playlist?list=PLgPJX9sVy92yefe1xmyxgcyXjxmLHsSEV
https://www.youtube.com/watch?v=c7FExaJY9A4
Useful Websites -
https://www.ruby-lang.org/en/downloads/
https://www.codeconquest.com/blog/top-50-websites-to-learn-ruby/
https://www.reddit.com/r/RubyLang/
https://www.reddit.com/r/ruby/
https://rubyapi.org/
https://www.moesif.com/blog/api-guide/development/api-resources-for-ruby-developers/
Dedicated Github page -
https://github.com/dobs/reddit-base
https://github.com/markets/awesome-ruby
https://github.com/sdogruyol/awesome-ruby
https://github.com/ruby/ruby
https://github.com/octokit/octokit.rb
Best Courses -
https://www.codecademy.com/learn/learn-ruby
https://www.udemy.com/course/learn-ruby-programming-in-ten-easy-steps/
https://www.lynda.com/Ruby-training-tutorials/303-0.html
https://www.udemy.com/course/learn-advanced-level-ruby-programming/
https://www.udemy.com/course/ruby-programming-for-everyone/
Other Tips / Hacks -
http://www.rubyinside.com/21-ruby-tricks-902.html
https://www.rubyguides.com/2016/01/ruby-tricks/
https://devblast.com/b/ruby-tricks-improve-code
https://medium.com/rubycademy/5-ruby-tips-you-probably-dont-know-76fee34cfd0c
https://flatironschool.com/blog/10-quick-ruby-tricks
https://www.smartly.io/blog/ruby-tricks-for-curious-developer
Scala
Category/Type -
Programming language
Official Documentation -
https://docs.scala-lang.org
Best YouTube creators -
https://www.youtube.com/user/javaboynavin
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/beaconelearning
https://www.youtube.com/user/ProgrammingKnowledge
https://www.youtube.com/playlist?list=PLS1QulWo1RIagob5D6kMIAvu7DQC5VTh3
https://www.youtube.com/playlist?list=PLkz1SCf5iB4dZ2RNKCu7W9o2OtZweGY6x
https://www.youtube.com/playlist?list=PLEiEAq2VkUUK3tuBXyd01meHuDj7RLjHv
https://www.youtube.com/playlist?list=PL9ooVrP1hQOGyFc60sExNX1qBWJyV5IMb
Useful Websites -
https://www.tutorialspoint.com/scala/index.htm
https://www.javatpoint.com/scala-tutorial
https://www.guru99.com/scala-tutorial.html
https://www.geeksforgeeks.org/scala-tutorial-learn-scala-with-step-by-step-guide/
https://www.scala-exercises.org
https://data-flair.training/blogs/scala-tutorial/
https://docs.scala-lang.org/tutorials/scala-for-java-programmers.html
Dedicated Github page -
https://github.com/lauris/awesome-scala
https://github.com/uhub/awesome-scala
https://github.com/tindzk/awesome-scala-native
Best Courses -
https://www.coursera.org/specializations/scala
https://www.coursera.org/projects/oop-scala
https://www.udemy.com/course/apache-spark-with-scala-hands-on-with-big-data/
https://www.udemy.com/course/rock-the-jvm-scala-for-beginners/
https://www.udemy.com/course/taming-big-data-with-spark-streaming-hands-on/
https://www.pluralsight.com/courses/scala-big-picture
Other Tips / Hacks -
https://blog.rockthejvm.com/scala-syntax-tricks-for-expressiveness/
https://pavelfatin.com/scala-collections-tips-and-tricks/
https://coderwall.com/t/Scala/popular
https://www.infoq.com/presentations/scala-tips-tricks/
https://medium.com/analytics-vidhya/going-to-scala-from-python-some-tips-a6fcbd86be3
SciPy
Category/Type -
Python Library
Official Documentation -
https://www.scipy.org/
Best YouTube creators -
https://www.youtube.com/watch?v=k8s-R3csOt0
https://www.youtube.com/watch?v=ARYCvrEW1fw
https://www.youtube.com/watch?v=H2xTjI4S-sY
https://www.youtube.com/watch?v=cXHvC_FGx24
Useful Websites - https://www.w3schools.com/python/scipy_intro.asp
https://scipy-lectures.org/
https://www.tutorialspoint.com/scipy/index.htm
https://scipy.github.io/old-wiki/pages/Projects.html
Dedicated Github page -
https://github.com/scipy/scipy
https://github.com/scipy-lectures/scipy-lecture-notes
https://github.com/fonnesbeck/scipy2014_tutorial
https://github.com/Sean-Toroghi/Machine_learning
Best Courses -
https://www.udemy.com/course/python-scipy/?utm_source=adwords&utm_medium=udemyads&utm_campaign=DSA_Catchall_la.EN_cc.INDIA&utm_content=deal4584&utm_term=_._ag_82569850245_._ad_437477497173_._kw__._de_c_._dm__._pl__._ti_dsa-93451758763_._li_1007765_._pd__._&matchtype=b&gclid=Cj0KCQjwi7yCBhDJARIsAMWFScMOvZs6GfEWwx6_5V4L1bzA8RvpWVbytjzlQnV8l0Tj1_rWwEg3AqgaAjRcEALw_wcB
https://www.coursera.org/lecture/python-data-processing/1-extension-library-scipy-lVZKr
Other Tips / Hacks -
https://www.packtpub.com/product/pandas-and-numpy-tips-tricks-and-techniques-video/9781838825638
https://wizardforcel.gitbooks.io/scipy-cookbook-en/content/119.html
https://www.datacamp.com/community/blog/python-scipy-cheat-sheet
https://ugoproto.github.io/ugo_py_doc/pdf/Python_SciPy_Cheat_Sheet_Linear_Algebra.pdf
Swift
Category/Type -
Programming language
Official Documentation -
https://developer.apple.com/documentation/swift
Best YouTube creators -
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/user/CodeWithChris
https://www.youtube.com/playlist?list=PLMRqhzcHGw1b89DXHOVA77ozWXWmuBkWX
https://www.youtube.com/playlist?list=PL5PR3UyfTWvfacnfUsvNcxIiKIgidNRoW
Useful Websites -
https://www.tutorialspoint.com/swift/index.htm
https://www.javatpoint.com/swift-tutorial
https://www.programiz.com/swift-programming
https://codewithchris.com/swift-tutorial-complete/
https://www.edureka.co/blog/swift-tutorial
Dedicated Github page -
https://github.com/larryhou/swift
https://github.com/nalexn/clean-architecture-swiftui
https://github.com/microsoft/appcenter-sampleapp-ios-swift
Best Courses -
https://www.coursera.org/learn/swift-5-programming-introduction
https://www.codecademy.com/catalog/language/swift
https://www.udemy.com/course/swift-programming/
https://www.udacity.com/course/swift-for-beginners--ud1022
Other Tips / Hacks -
https://savvyapps.com/blog/swift-tips-for-developers
https://github.com/Luur/SwiftTips
https://www.packtpub.com/product/swift-5-tips-tricks-and-techniques-video/9781838983574
TensorFlow
Category/Type -
Machine Learning Library
Official Documentation -
https://www.tensorflow.org/guide
Best YouTube creators -
https://www.youtube.com/user/edurekaIN
https://www.youtube.com/channel/UC8butISFwT-Wl7EV0hUK0BQ
https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ
https://www.youtube.com/user/Simplilearn
https://www.youtube.com/channel/UC8QMvQrV1bsK7WO37QpSxSg
https://www.youtube.com/playlist?list=PLQY2H8rRoyvwLbzbnKJ59NkZvQAW9wLbx
https://www.youtube.com/playlist?list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
https://www.youtube.com/playlist?list=PLQY2H8rRoyvyK5aEDAI3wUUqC_F0oEroL
https://www.youtube.com/playlist?list=PLhhyoLH6IjfxVOdVC1P1L5z5azs0XjMsb
Useful Websites -
https://www.tensorflow.org/tutorials
https://www.tutorialspoint.com/tensorflow/index.htm
https://www.datacamp.com/community/tutorials/tensorflow-tutorial
https://machinelearningmastery.com/tensorflow-tutorial-deep-learning-with-tf-keras/
https://www.guru99.com/tensorflow-tutorial.html
https://www.simplilearn.com/tutorials/deep-learning-tutorial/tensorflow
Dedicated Github page -
https://github.com/tensorflow/tensorflow
https://github.com/jtoy/awesome-tensorflow
https://github.com/TensorFlowKR/awesome_tensorflow_implementations
https://github.com/Amin-Tgz/awesome-tensorflow-2
https://github.com/guillaume-chevalier/Awesome-Deep-Learning-Resources
Best Courses -
https://www.coursera.org/specializations/tensorflow-advanced-techniques
https://www.coursera.org/specializations/tensorflow2-deeplearning
https://www.coursera.org/specializations/machine-learning-tensorflow-gcp
https://www.coursera.org/projects/getting-started-tensorflow-2
https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187
https://www.udemy.com/course/complete-guide-to-tensorflow-for-deep-learning-with-python/
https://www.udemy.com/course/deep-learning-tensorflow-2/
https://www.udemy.com/course/machine-learning-with-tensorflow-for-business-intelligence/
Other Tips / Hacks -
https://www.kdnuggets.com/2020/04/tensorflow-dev-summit-2020-top-10-tricks-tensorflow-colabs.html
https://towardsdatascience.com/10-tensorflow-tricks-every-ml-practitioner-must-know-96b860e53c1
https://gist.github.com/dusenberrymw/05c8543e4b05a7c143bbb014fd3d6bcb
https://heartbeat.fritz.ai/tensorflow-quick-tips-e394bc5fee15
https://medium.com/decathlondevelopers/10-tips-to-improve-your-machine-learning-models-with-tensorflow-ba7c724761e2
Unity
Category/Type -
Game engine
Official Documentation -
https://docs.unity3d.com/Manual/index.html
Best YouTube creators -
https://www.youtube.com/user/Unity3D
https://www.youtube.com/user/Brackeys
https://www.youtube.com/channel/UCX_b3NNQN5bzExm-22-NVVg
https://www.youtube.com/playlist?list=PLI5KGtDrj4HVInyXdx5N2oYUAb9U7rJ4L
https://www.youtube.com/playlist?list=PLGmYIROty-5bpzKQNK3mRMi4pmh_LinV4
https://www.youtube.com/playlist?list=PLPV2KyIb3jR5QFsefuO2RlAgWEz6EvVi6
https://www.youtube.com/playlist?list=PLZ1b66Z1KFKjP_tBSIxgvAU-qpfCfmeAe
https://www.youtube.com/playlist?list=PLZ1b66Z1KFKik2g8D4wrmYj4yein4rCk8
Useful Websites -
https://www.tutorialspoint.com/unity/index.htm
https://www.raywenderlich.com/unity/paths/learn
https://www.javatpoint.com/unity
https://learn.unity.com
https://unity3d.com/learning-c-sharp-in-unity-for-beginners
https://www.raywenderlich.com/unity
https://learn.unity.com/tutorials
https://catlikecoding.com/unity/tutorials/
Dedicated Github page -
https://github.com/RyanNielson/awesome-unity
https://github.com/QianMo/Awesome-Unity-Shader
https://github.com/baba-s/awesome-unity-open-source-on-github
https://github.com/StefanoCecere/awesome-opensource-unity
https://github.com/netpyoung/awesome-unity-free
https://github.com/iamslash/UnityShaderTutorial
Best Courses -
https://learn.unity.com/courses
https://www.coursera.org/specializations/programming-unity-game-development
https://www.coursera.org/specializations/game-design-and-development
https://www.coursera.org/specializations/unity-certified-programmer
https://www.coursera.org/specializations/unity-xr
https://www.udemy.com/course/unitycourse/
https://www.udemy.com/course/unitycourse2/
https://www.udemy.com/course/devslopes-unity3d/
Other Tips / Hacks -
https://medium.com/swlh/top-10-unity-tricks-that-most-people-dont-take-advantage-of-6e3aae59d9da
https://www.pluralsight.com/blog/software-development/unity-tips-and-tricks
https://cgcookie.com/articles/30-things-every-unity-developer-should-know
https://www.codeguru.com/csharp/csharp/cs_graphics/20-unity-tips.html
https://www.unity3dtips.com
https://www.reddit.com/r/Unity3D/comments/7gor9r/what_are_your_top_3_unity_tipstricks/
http://devmag.org.za/2012/07/12/50-tips-for-working-with-unity-best-practices/
Unreal Engine
Category/Type -
Game engine
Official Documentation -
https://docs.unrealengine.com/en-US/index.html
Best YouTube creators -
https://www.youtube.com/user/UnrealDevelopmentKit
https://www.youtube.com/channel/UCgmX4icpN3HnOOwYtmyYz2w
https://www.youtube.com/user/IGNentertainment
https://www.youtube.com/channel/UCqI-7BueefkQwfbOi8ZzMOw
https://www.youtube.com/playlist?list=PLL0cLF8gjBprG6487lxqSq-aEo6ZXLDLg
https://www.youtube.com/playlist?list=PLL0cLF8gjBpqGJwEe5XL5mSL8UvwwVMKu
https://www.youtube.com/playlist?list=PLHSMxXn4v-aGhuRxxSBVPqykMjDiRyGrJ
https://www.youtube.com/playlist?list=PLZlv_N0_O1gbY4FN8pZuEPVC9PzQThNn1
https://www.youtube.com/playlist?list=PLhf5YCdusazmDTAEdV5jDhKWeGE1iqF2X
Useful Websites -
https://www.unrealengine.com/en-US/onlinelearning-courses
https://docs.unrealengine.com/en-US/Resources/index.html
https://www.raywenderlich.com/771-unreal-engine-4-tutorial-for-beginners-getting-started
https://www.gamedesigning.org/learn/unreal/
https://gamedevacademy.org/unreal-engine-tutorial/
https://hackr.io/tutorials/learn-unreal-engine
https://3dtotal.com/tutorials/unreal-engine-dev-kit
Dedicated Github page -
https://github.com/terrehbyte/awesome-ue4
https://github.com/insthync/awesome-ue4
https://github.com/aiekick/Awesome_Unreal_Engine_4
https://github.com/vritvij/SoulVision
https://github.com/kslawinski/AwesomeRPG
https://github.com/marcusrbrown/awesome-unreal
https://github.com/lazpremarathna/awesome-unreal
Best Courses -
https://www.udemy.com/course/unrealcourse/
https://www.udemy.com/course/unreal-engine-4-the-complete-beginners-course/
https://www.udemy.com/course/unrealengine-cpp/
https://www.udemy.com/course/unrealmultiplayer/
https://www.udemy.com/course/introduction-to-unreal-engine-4-ability-system/
https://www.lynda.com/3D-Animation-tutorials/Unreal-Engine-Lunchtime-Lessons/2800327-2.html
https://www.lynda.com/Unreal-Engine-tutorials/Unreal-AR-Visualization-03-Complex-Interactivity/2814129-2.html
https://coursesity.com/course-detail/unreal-engine-4-course-create-multiplayer-games-with-c
Other Tips / Hacks -
https://www.unrealengine.com/en-US/events/unreal-fest-europe-2019/100-ue4-tips-and-tricks
https://www.creativebloq.com/3d/25-tips-unreal-engine-4-71621196
https://medium.com/hri-tech/unreal-engine-tips-and-tricks-26e351b4b218
https://medium.com/hri-tech/unreal-engine-tips-and-tricks-26e351b4b218
https://www.unrealengine.com/en-US/blog/blueprint-editor-tips-tricks
https://devbynight.com/unreal-engine-tips-tricks/
http://www.tharlevfx.com/unreal-tips-and-tricks
Vulkan
Category/Type -
Computer application
Official Documentation -
https://www.khronos.org/registry/vulkan/specs/1.2/styleguide.html
Best YouTube creators -
https://www.youtube.com/watch?v=dttr3OGVewQ
https://www.youtube.com/watch?v=5mq8y_z7BWQ
https://www.youtube.com/watch?v=_riranMmtvI
https://www.youtube.com/watch?v=wHt5wcxIPcE&list=PLUXvZMiAqNbK8jd7s52BIDtCbZnKNGp0P
Useful Websites -
https://developer.nvidia.com/vulkan
https://www.khronos.org/vulkan/
https://developer.android.com/ndk/guides/graphics
https://www.amd.com/en/technologies/vulkan
Dedicated Github page -
https://github.com/SaschaWillems/Vulkan
https://github.com/Overv/VulkanTutorial
https://github.com/LunarG/VulkanSamples
https://github.com/KhronosGroup/Vulkan-Docs
Best Courses -
https://www.udemy.com/course/learn-the-vulkan-api-with-cpp/
https://vulkan-tutorial.com
https://www.oreilly.com/library/view/vulkan-programming/9781786460714/video1_1.html
https://dl.acm.org/doi/abs/10.1145/3388769.3407508
Other Tips / Hacks -
https://developer.nvidia.com/blog/vulkan-dos-donts/
https://www.reddit.com/r/vulkan/comments/5jzg58/tips_on_abstracting_vulkan/
https://developer.android.com/ndk/guides/graphics/design-notes
https://gpuopen.com/wp-content/uploads/2016/05/Most-common-mistakes-in-Vulkan-apps.pdf
Vue.js
Category/Type -
Model–view–viewmodel front end JavaScript framework
Official Documentation -
https://v3.vuejs.org/guide/introduction.html
Best YouTube creators -
https://www.youtube.com/watch?v=4deVCNJq3qc
https://www.youtube.com/watch?v=-pdhDyr7jyQ
https://www.youtube.com/watch?v=YrxBCBibVo0
https://www.youtube.com/watch?v=Wy9q22isx3U
https://www.youtube.com/watch?v=wVmSvDqojBc
https://www.youtube.com/watch?v=mZY1yyrlJWU
https://www.youtube.com/watch?v=DU4MvUMkk6c
Useful Websites -
https://vuejs.org/v2/guide/installation.html
https://vuejs.org/v2/api/
https://www.altexsoft.com/blog/engineering/pros-and-cons-of-vue-js/
https://x-team.com/blog/11-top-vue-libraries/
https://vegibit.com/27-awesome-vuejs-libraries/
https://www.sitepoint.com/vue-js-tools-libraries/
https://madewithvuejs.com/blog/the-best-vue-js-frameworks
https://morioh.com/p/f100a691e83d
https://medium.com/coding17/a-complete-list-of-vue-js-frameworks-6c3b9294f160
Dedicated Github page -
https://github.com/vuejs/vue
https://github.com/vuejs/vue-cli
https://github.com/vuejs/vuejs.org
https://github.com/vuejs/vue-devtools
https://github.com/vuejs/vue-router
https://github.com/vuejs/vuex
https://github.com/vuejs/awesome-vue
Best Courses -
https://www.udemy.com/course/vuejs-2-the-complete-guide/
https://vueschool.io/courses/vuejs-3-fundamentals
https://vuejsdevelopers.com/
https://www.vuemastery.com/courses/intro-to-vue-js/vue-instance/
https://vueschool.io/courses/the-vuejs-master-class
https://vuejs-course.com/
https://www.codecademy.com/learn/learn-vue-js
Other Tips / Hacks -
https://michaelnthiessen.com/26-time-saving-tips/
https://learnvue.co/2020/01/7-simple-vuejs-tips-you-can-use-to-become-a-better-developer/
https://www.telerik.com/blogs/12-tips-and-tricks-to-improve-your-vue-projects
https://dev.to/simonholdorf/10-tips-tricks-to-make-you-a-better-vuejs-developer-4n4d
https://itnext.io/a-few-handy-vue-js-tricks-832703cff426
https://medium.com/vue-mastery/10-vue-js-pro-tips-from-vue-masters-2bf6131e7fe0
https://medium.com/js-dojo/vuejs-tips-best-practices-39d9962bb255
https://betterprogramming.pub/10-tips-and-tricks-to-make-you-a-better-vue-js-developer-afc74acaf388
Vagrant
Category/Type -
Virtual Machine management software
Official Documentation -
https://www.vagrantup.com/docs
Best YouTube creators -
https://www.youtube.com/watch?v=vBreXjkizgo
https://www.youtube.com/watch?v=a6W1hF9CgDQ
https://www.youtube.com/watch?v=bu9SrecfjWo&list=PLMWwct3_kb-358XZdnN66zb3HaU97DSQ0
https://www.youtube.com/watch?v=o5yYsnPALxQ
Useful Websites -
https://learn.hashicorp.com/collections/vagrant/getting-started
https://opensource.com/resources/vagrant
https://www.accesstomemory.org/en/docs/2.5/dev-manual/env/vagrant/
https://semaphoreci.com/community/tutorials/getting-started-with-vagrant
Dedicated Github page -
https://github.com/hashicorp/vagrant
https://github.com/geerlingguy/ansible-vagrant-examples
https://github.com/jedi4ever/veewee
https://github.com/fideloper/Vaprobash
Best Courses -
https://hackr.io/tutorials/learn-vagrant
https://www.lynda.com/Vagrant-tutorials/750017-0.html
https://www.udemy.com/course/vagrant-up/
https://www.udemy.com/course/vagrant-quick-start/
Other Tips / Hacks -
https://techcommunity.microsoft.com/t5/virtualization/vagrant-and-hyper-v-tips-and-tricks/ba-p/382373
https://www.vagrantup.com/docs/vagrantfile/tips
https://technology.amis.nl/continuous-delivery/provisioning/6-tips-to-make-your-life-with-vagrant-even-better/
https://argonsys.com/microsoft-cloud/library/vagrant-and-hyper-v-tips-and-tricks/
WebGL
Category/Type -
Programming language
Official Documentation -
https://developer.mozilla.org/en-US/docs/Web/API/WebGL_API
Best YouTube creators -
https://www.youtube.com/watch?v=bP7_FeP9kU4&list=PL2935W76vRNHFpPUuqmLoGCzwx_8eq5yK
https://www.youtube.com/watch?v=kB0ZVUrI4Aw
https://www.youtube.com/watch?v=nqiKWXUX-o8
https://www.youtube.com/watch?v=XNbtwyWh9HA
Useful Websites -
https://www.tutorialspoint.com/webgl/index.htm
https://webglfundamentals.org
https://www.toptal.com/javascript/3d-graphics-a-webgl-tutorial
http://learnwebgl.brown37.net
Dedicated Github page -
https://github.com/KhronosGroup/WebGL
https://github.com/dataarts/webgl-globe
https://github.com/esangel/WebGL
https://github.com/PavelDoGreat/WebGL-Fluid-Simulation
Best Courses -
https://hackr.io/tutorials/learn-webgl
http://www.webglacademy.com
https://www.udemy.com/course/threejs-programming/
https://www.udemy.com/course/the-extensive-webgl-series-part1-low-level-basics/
Other Tips / Hacks -
https://developer.mozilla.org/en-US/docs/Web/API/WebGL_API/WebGL_best_practices
https://webglfundamentals.org/webgl/lessons/webgl-tips.html
https://forum.unity.com/threads/tips-and-tricks-for-using-webgl-on-mobile-tested-up-to-2018-3-13f1.666121/
https://webglinsights.github.io/tips.html
WordPress
Category/Type -
Application programming interface
Official Documentation -
https://wordpress.com/
Best YouTube creators -
https://www.youtube.com/watch?v=B4MXA_yj8oI
https://www.youtube.com/watch?v=EwiEcmbPjo0
https://www.youtube.com/watch?v=8OBfr46Y0cQ
https://www.youtube.com/watch?v=EXKwAk0j3k8
https://www.youtube.com/watch?v=oB6b5P6bcZg
https://www.youtube.com/watch?v=8AZ8GqW5iak
https://www.youtube.com/watch?v=Jt8_0YpTJNM
Useful Websites -
https://wordpress.org/download/
https://www.smashingmagazine.com/2016/02/beginners-guide-creating-wordpress-website/
https://themeisle.com/blog/must-have-plugins-for-wordpress/
https://www.wpbeginner.com/wp-tutorials/25-extremely-useful-tricks-for-the-wordpress-functions-file/
https://vegibit.com/the-top-100-most-commonly-used-wordpress-functions/
https://www.wpbeginner.com/showcase/25-most-useful-wordpress-widgets-for-your-site/
https://www.wpexplorer.com/best-wordpress-widget-plugins/
https://smartwp.com/code-snippets-for-wordpress/
https://wpmudev.com/blog/shun-the-plugin-100-wordpress-code-snippets-from-across-the-net/
Dedicated Github page -
https://github.com/WordPress/wordpress-develop
https://github.com/miziomon/awesome-wordpress
https://github.com/designwall/Awesome-WordPress-Plugins
https://github.com/arnabwahid/wordpress-bootstrap
https://github.com/mhoofman/wordpress-heroku
https://github.com/wordpress-mobile/WordPress-Android
https://github.com/wordpress-mobile/WordPress-iOS
Best Courses -
https://www.udemy.com/course/ultimate-wordpress-masterclass-2-dashboard-expert/?utm_source=adwords&utm_medium=udemyads&utm_campaign=WebDevelopment_v.PROF_la.EN_cc.INDIA_ti.8322&utm_content=deal4584&utm_term=_._ag_82381207618_._ad_437511380767_._kw__._de_c_._dm__._pl__._ti_dsa-774930032289_._li_9062203_._pd__._&matchtype=b&gclid=Cj0KCQjwo-aCBhC-ARIsAAkNQit_mICl8p6yDwWojfcO7_nOTAHaZjbBjaTUjDOWmHze_vWyQooo9yYaAh0yEALw_wcB
https://www.udemy.com/course/wordpress-for-beginners-course/
https://www.udemy.com/course/the-complete-wordpress-website-business-course/
https://www.udemy.com/course/become-a-wordpress-developer-php-javascript/
https://www.lynda.com/WordPress-training-tutorials/330-0.html
https://wpapprentice.com/
Other Tips / Hacks -
https://www.wpbeginner.com/wp-tutorials/55-most-wanted-wordpress-tips-tricks-and-hacks/
https://www.websitebuilderexpert.com/wordpress/beginner-tips/
https://www.collectiveray.com/wordpress-tips-tricks-hacks
https://www.quicksprout.com/wordpress-tips-every-webmaster-needs-to-know/
https://fitsmallbusiness.com/wordpress-tips-and-tricks/
https://www.hongkiat.com/blog/40-most-wanted-wordpress-tricks-and-hacks/
ZBrush
Category/Type -
Software
Official Documentation -
http://docs.pixologic.com
Best YouTube creators -
https://www.youtube.com/watch?v=3fHefWRFNMA
https://www.youtube.com/watch?v=J2B0x9TkFuA&list=PLkzopwqcFevYqrk_0MKIaUwrWYILzYsp6
https://www.youtube.com/watch?v=8qJGX_o6-qU
https://www.youtube.com/watch?v=_yKGfcp2z3k
https://www.youtube.com/watch?v=iMB7LV0T9hM&list=PLtPcH6oByq7Zapq5IFwmSLWBwR3ELTuQG
Useful Websites -
https://www.zbrushguides.com/start/
https://www.zbrushguides.com/tutorials/
https://3dtotal.com/tutorials/zbrush
https://pixologic.com/zclassroom/
https://www.lynda.com/ZBrush-training-tutorials/336-0.html
https://conceptartempire.com/best-zbrush-tutorials/
Dedicated Github page -
https://github.com/WintrySnowman/WInkTab
https://github.com/spiraloid/Spiraloid-Toolkit-for-Zbrush
https://github.com/nlapinski/ZBrush-Command-Port
https://github.com/alexeyroudenko/ofxLitSphere
https://github.com/alexeyroudenko/ofxLitSphere
Best Courses -
https://www.skillshare.com/browse/zbrush
https://www.pluralsight.com/browse/creative-professional/3d-vfx/zbrush
https://www.udemy.com/course/charactersculpting/
https://pixologic.com/zclassroom/
https://www.domestika.org/en/courses/software/30-zbrush
Other Tips / Hacks -
https://www.zbrushguides.com/5-zbrush-tips-i-learned-last-year/
http://docs.pixologic.com/user-guide/tips-tricks/
https://in.pinterest.com/r_vann/zbrush-tips-tricks/
https://www.creativebloq.com/features/15-tips-to-master-zbrush
Haskell
Category/Type -
Functional programming language
Official Documentation -
https://www.haskell.org/documentation/
Best YouTube creators -
https://www.youtube.com/watch?v=F8OeEWt0Swg&list=PLJ5C_6qdAvBFJP1RiUrUUJI4GEhnJhgQw
https://www.youtube.com/watch?v=UIUlFQH4Cvo&list=PLoJC20gNfC2gpI7Dl6fg8uj1a-wfnWTH8
https://www.youtube.com/watch?v=Vgu82wiiZ90&list=PLe7Ei6viL6jGp1Rfu0dil1JH1SHk9bgDV
https://www.youtube.com/watch?v=Uva-sysnrEQ
Useful Websites -
https://wiki.haskell.org/Haskell
https://www.haskell.org/tutorial/
https://www.tutorialspoint.com/haskell/index.htm
https://nptel.ac.in/courses/106/106/106106137/
"http://www.vex.net/~trebla/haskell/index.xhtml"
https://wiki.haskell.org/Learning_Haskell
https://www.schoolofhaskell.com/
Dedicated Github page -
https://github.com/haskell"
https://github.com/bitemyapp/learnhaskell
https://github.com/haskell/directory
https://github.com/krispo/awesome-haskell
https://github.com/haskell/criterion
Best Courses -
https://www.futurelearn.com/courses/functional-programming-haskell
https://www.udemy.com/course/haskell-data-analysis-made-easy/
https://hackr.io/tutorials/learn-haskell
https://www.classcentral.com/subject/haskell
http://learnyouahaskell.com/chapters
Other Tips / Hacks -
https://wiki.haskell.org/Haskell_programming_tips
https://www.haskellforall.com/2017/10/advice-for-haskell-beginners.html
https://www.educative.io/blog/haskell-tutorial
https://making.pusher.com/top-tips-and-tools-for-optimising-haskell/
You can find our Contributing guidelines here.
You can find our Code of Conduct here.
This project follows the MIT License.
This project is possible due to these amazing people✨