FREE AI WEBSITES:
- W3School -https://www.w3schools.com/python/python_ml_getting_started.asp
- Fastai-https://www.fast.ai/
- Machine Learning Mastery -https://machinelearningmastery.com/
FREE AI COURSES:
- EdX’s Artificial Intelligence - https://www.edx.org/course/artificial-intelligence-ai
- Udacity’s Intro to Artificial Intelligence - https://www.udacity.com/course/intro-to-artificial-intelligence--cs271
- Artificial Intelligence: Principles and Techniques By Stanford - http://web.stanford.edu/class/cs221/
- Udacity’s Artificial Intelligence for Robotics by Georgia Tech - https://www.udacity.com/course/artificial-intelligence-for-robotics--cs373
- IBM's Data Science and Cognitive Computing courses - https://cognitiveclass.ai/
- Elements of AI by Google - https://www.elementsofai.com/
FREE MACHINE LEARNING COURSES:
- Machine Learning by Andrew NG - https://www.coursera.org/learn/machine-learning
- Intro to ML by Udacity - https://www.udacity.com/course/intro-to-machine-learning--ud120
- EdX’s Learning from Data(Introductory Machine Learning) - https://www.edx.org/course/learning-from-data-introductory-machine-learning#!
- Introduction to Machine Learning for Coders - http://course18.fast.ai/ml
- Statistical Machine Learning by CMU - https://www.youtube.com/watch?list=PLTB9VQq8WiaCBK2XrtYn5t9uuPdsNm7YE&v=zcMnu-3wkWo
- Coursera’s Neural Networks for Machine Learning - https://www.youtube.com/watch?list=PLoRl3Ht4JOcdU872GhiYWf6jwrk_SNhz9&v=cbeTc-Urqak
- Kaggle Complete Roadmap for Machine Learning - https://www.kaggle.com/learn/overview
- EdX’s Principles of Machine Learning - https://www.edx.org/course/principles-of-machine-learning
- Coursera’s Machine Learning Specialization - https://www.coursera.org/specializations/machine-learning
- Machine Learning Crash Course by Google - https://developers.google.com/machine-learning/crash-course
FREE DATA SCIENCE COURSES:
- IBM Data Science Professional Certificate - https://www.coursera.org/professional-certificates/ibm-data-science
FREE DEEP LEARNING COURSES:
- Google’s Deep Learning Course- https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187
- Practical Deep Learning for Coders - https://course.fast.ai/
- Deep Learning from the Foundations - https://course.fast.ai/part2
FREE NLP COURSES:
- A Code-First Introduction to Natural Language Processing - https://www.fast.ai/2019/07/08/fastai-nlp/
FREE MACHINE LEARNING IN GRAPHICS AND VISION COURSES
- CVPR 2020: Neural Rendering - https://www.neuralrender.com/
- Introduction to Machine Learning Problem Framing from Google - https://developers.google.com/machine-learning/problem-framing
AI RESEARCH AT BIG COMPANIES:
- Machine Learning at Apple - https://machinelearning.apple.com/
- AI at Uber - https://www.uber.com/us/en/uberai/
- Machine Learning at Careem - https://blog.careem.com/en/tag/machine-learning/
- Data Science at Grab - https://engineering.grab.com/categories/data-science/
- Autopilot AI at Tesla - https://www.tesla.com/autopilotAI
- AI at Microsoft - https://www.microsoft.com/en-us/ai
- AI Research at Google - https://ai.google/research/
- Self Driving Car Research at Lyft - https://medium.com/lyftlevel5
- AI Research at Huawei - https://www.huawei.com/en/industry-insights/technology/ai
- AI Research at Samsung - https://research.samsung.com/artificial-intelligence
- AI at Alibaba - https://damo.alibaba.com/labs/ai
- Data Science at Gojek - https://blog.gojekengineering.com/data-science/home
- Intelligent Transportation Technology and Security at Didi Chuxing - http://www.didi-labs.com/
- Amazon Science - https://www.amazon.science/
- Data Science at Bolt - https://medium.com/@boltapp
DEVELOPER RESOURCES:
YOUTUBE CHANNELS
- The Massachusetts Institute of Technology's Computer Science and Artificial Intelligence Laboratory - https://www.youtube.com/user/MITCSAIL/videos
- The Allen Institute for Artificial Intelligence - https://www.youtube.com/channel/UCEqgmyWChwvt6MFGGlmUQCQ/videos
- DeepMind - https://www.youtube.com/channel/UCP7jMXSY2xbc3KCAE0MHQ-A/videos
- Applied AI Course - https://www.youtube.com/channel/UCJINtWke3-FMz2WuEltWDVQ/videos
- StarCraft Artificial Intelligence Tournament - https://www.youtube.com/user/certicky/videos
- Sentdex - Data Analysis Tutorials - https://www.youtube.com/c/sentdex/videos
TOP BLOG RELATED AI,DL,ML
- Applications of DeepLearning - https://towardsdatascience.com/how-deep-learning-can-keep-you-safe-with-real-time-crime-alerts-95778aca5e8a
- Pros & cons of AI -https://futureoflife.org/background/benefits-risks-of-artificial-intelligence/?cn-reloaded=1
- Applying Mathematics — Data Science & Machine Learning -https://medium.com/swlh/applying-mathematics-data-science-machine-learning-980b63fa63ab
- Using AI to Create Abstract Art -https://towardsdatascience.com/machineray-using-ai-to-create-abstract-art-39829438076a
- Dialogflow Tutorial: Back Functionality in Chatbot using Python + Django -https://chatbotslife.com/dialogflow-tutorial-back-functionality-in-chatbot-using-python-django-eb2ce921dd19
- Amazon Wants to Make You an ML Practitioner— For Free- https://towardsdatascience.com/amazon-wants-to-make-you-an-ml-practitioner-for-free-552c46cea9ba
TOP COMPETATIVE DATA SCIENCE PLATFORMS
- Kaggle - https://www.kaggle.com/
- Data Driven - https://www.drivendata.org/
- Crowdanalytix - https://www.crowdanalytix.com/
- CrowdAI - https://www.crowdai.org/
- Codalab - https://codalab.org/
ARTIFICIAL INTELLIGENCE JOB'S:
- Jobs through Kaggle - https://www.kaggle.com/jobs
- Ai Jobs - https://ai-jobs.net/
- Artificial Inteligence Jobs at Indeed - https://www.indeed.com/q-Artificial-Intelligence-jobs.html
- Innocentive - https://www.innocentive.com/
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Important Notice: All product names, logos, and brands are property of their respective owners. All company, product and service names used in this repository are for identification purposes only. Use of these names, logos, and brands does not imply endorsement.Moreover i had taken the idea from Saeed Ahmed