Resources.md

Resources and Materials

Social Links

All DSC links: https://linktr.ee/dscuit
DSC Karachi FB: https://www.facebook.com/dscuit.khi/
DSC NED FB: https://www.facebook.com/dscneduet/
DS NED Community: https://dsc.community.dev/ned-university-of-engineering-and-technology-karachi/
DS Usman Community: https://dsc.community.dev/usman-institute-of-technology/
Whatsapp Group (Unofficial | Admin: Sir Asadullah): https://chat.whatsapp.com/Ja4vfRgEKin7v7KHP2o9e7

Instructors Links

Sir Umair FB: https://www.facebook.com/MuhammadUmairBayg
Sir Umair YouTube Channel: https://www.youtube.com/channel/UCm7UeRf_W6TztRQHUUIM9jQ/featured
Sir Raheel FB: https://www.facebook.com/raheel.ali.sid/
Sir Asadullah FB: https://www.facebook.com/Muhammad.Asadullah123

Books

Python Data Science HandBook: https://bit.ly/2M8Vy3D
OpenIntro Statistics Book: (4th ed): https://bit.ly/2Jw21oA
OpenIntro Slides: https://www.openintro.org/book/os/
Think Stats Book: https://bit.ly/2WRv0Gw

Resources/Materials/Useful sites

GitHub: https://github.com/DSCNEDUET-X-DSCUIT/Fast-Track-to-Data-Science-30-Days
GitHub Tutorial Link: https://youtu.be/ozFv4oclQdE
Towards Data Science: https://towardsdatascience.com
Python Data Science Handbook GitHub: https://github.com/jakevdp/PythonDataScienceHandbook
Beginner’s Guide to Data Visualization Using Python: https://bit.ly/2Xbkrhq

Tools

Anaconda: https://www.anaconda.com/products/individual
PyCharm: https://www.jetbrains.com/pycharm/download/
Google Colab: https://colab.research.google.com/

Datasets Search Engines

Kaggle: https://www.kaggle.com/
Data Gov: https://catalog.data.gov/
Ncbi: https://www.ncbi.nlm.nih.gov/
Kdnuggets: https://www.kdnuggets.com/datasets/index.html
Health Data Gov: https://healthdata.gov/search/type/dataset

WEF Reports 2020

Future of Jobs: https://www.weforum.org/reports/the-future-of-jobs-report-2020
Mapping TradeTech: Trade in the Fourth Industrial Revolution:
https://www.weforum.org/reports/mapping-tradetech-trade-in-the-fourth-industrial-revolution