/YT_Emerging_Technologies_Introduction_to_Data_Science

YouTube Channel: Emerging Technologies

Playlist: Introduction to Data Science

Instructor: Zeeshan-ul-hassan Usmani

Dear Students,

All papers, books, code and links are given here for your review.

Keep Learning!

Zeeshan

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Video title: Welcome to Data Science Course - ڈیٹا سائنس کے کورس میں خوش آمدید
Books

Data Sciences - https://gufhtugu.com/data-science/

Kaggle - https://gufhtugu.com/product/kaggle-for-begginers/

R - https://gufhtugu.com/product/r-ka-taaruf/

Python - https://gufhtugu.com/python-programming/

Machine Learning - https://gufhtugu.com/machine-learning/

Artificial Intelligence - https://gufhtugu.com/artificial-intelligence/

Ek Tha Algorithm - https://gufhtugu.com/ek-tha-algorithm/

Blockchain - https://gufhtugu.com/product/introduction-to-blockchain-with-case-studies/

CryptoCurrency - https://gufhtugu.com/zeeshanusmanibook/

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Video title: Assignments part 2:

Try to install and see the workings of StreetBees. They pay $5 for each survey. You can use my referral code 4242AE 🙂 http://onelink.to/streetbees for installation

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Video title: Assingment - Kaggle Profile for Capstone Project

  1. Create your Kaggle Profile Today

  2. Follow Me, so you can Fork my Kernels for the upcoming Capstone Project https://www.kaggle.com/zusmani

  3. Read and UpVote Discussions so you can become Contributors https://www.kaggle.com/zusmani/discussion

  4. Explore datasets and search which ones are available for Pakistan https://www.kaggle.com/datasets

You need to be Kaggle Contributor to be able to participate in this course's Capstone Project!

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Video title: Assignment 2 - YouTube Analytics (So you can be on CNN too)

  1. Go to this channel and subscribe - https://www.youtube.com/channel/UCllefjGak7WtAV3sVcRy9xQ

  2. Understand YouTube Analytics - https://creatoracademy.youtube.com/page/lesson/analytics-scenarios

  3. Try to get as much information as you can. Use the following tools or any other you may like

• Tubics - https://app.tubics.com/dashboard?channel=UCllefjGak7WtAV3sVcRy9xQ

• Popster - https://popsters.com/

• UnMetric - https://unmetric.com/

• Channel Meter - https://channelmeter.com/

• Vidooly - https://vidooly.com/

• Dasheero - https://www.dasheroo.com/

• Geckoboard - https://www.geckoboard.com/

• Social Report - https://www.socialreport.com/

• BrandWatch - https://www.brandwatch.com/products/consumer-research/

• BuzzSumo - https://buzzsumo.com/use-cases/video-marketing/

• Social Blade - https://socialblade.com/

• Tabular - https://tubularlabs.com/products/tubular-intelligence/

  1. Write a brief report with visual displays about the channel and upload a PDF

Good luck!

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Video title: Assignment 3 - Readings

Read the following articles and present your learning in a paragraph or two. Upload the PDF

  1. https://zeeshanusmani.com/2019/10/04/how-to-become-a-data-scientist-for-free/
  2. https://zeeshanusmani.com/2019/10/04/how-to-win-kaggle-competitions/
  3. https://zeeshanusmani.com/2020/01/29/data-science-career-paths/
  4. https://zeeshanusmani.com/2020/01/12/pakistan-ai-policy/
  5. https://zeeshanusmani.com/2019/10/04/celebrate-halloween-with-a-data-scientist/

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Video title: Assignment 4 - Join Job Portal So Can Land You a Job!

Join this group for jobs announcements https://www.facebook.com/groups/mentors911/

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Video title: Assignment 5 - Predict Anyone's Personality Use the following services for your own profile (Do not analyse someone else yet). Make a comprehensive report with graphs and charts about you and how true you find it about yourself. Upload the PDF

  1. IBM Personality Insights - https://personality-insights-demo.ng.bluemix.net/
  2. Wolfram Alpha - Try to Search Pakistan - https://www.wolframalpha.com/input/?i=Pakistan
  3. Apply Magic Sauce - https://applymagicsauce.com/demo
  4. Read Michael Kosinski's Work - https://www.gsb.stanford.edu/faculty-research/faculty/michal-kosinski
  5. Read - https://edition.cnn.com/2021/01/16/china/chinese-names-few-intl-hnk-dst/index.html
  6. Read - https://www.ssa.gov/oact/babynames/limits.html

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Video title: Field Guide to Data Sciences 2015-field-guide-to-data-science.pdf (Book)

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Video title: Assignments Autopsy Part 2 Global Rich List - https://howrichami.givingwhatwecan.org/

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Video title: Why Data Science is Necessary - Part 1

Youth Ticking Time Bomb.pdf (Book)

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Video title:. How You Can Do It Part 2 Instant Check Mate - https://www.instantcheckmate.com/

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Video title: Assignments

  1. Gufhtugu Publications Dataset Challenge - https://www.kaggle.com/zusmani/gufhtugu-publications-dataset-challenge
  2. Karandaz Data Portal - https://portal.karandaaz.com.pk/
  3. Pakistan Elections Predictions - https://www.kaggle.com/zusmani/predict-pakistan-elections-2018
  4. Pakistan Intellectual Capital - https://www.kaggle.com/zusmani/pakistanintellectualcapitalcs
  5. My Complete Genome - https://www.kaggle.com/zusmani/mygenome

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Video title: What is Kaggle?

Kaggle Book: https://gufhtugu.com/product/kaggle-for-begginers/

My Kaggle Profile - https://www.kaggle.com/zusmani

Kaggle Kernels - https://www.kaggle.com/zusmani/notebooks

Kaggle Discussions - https://www.kaggle.com/zusmani/discussion

Kaggle Datasets - https://www.kaggle.com/zusmani/datasets

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Video title: Data Science Resources https://gufhtugu.com/product-category/emerging-technologies/

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