VidyasagarMSC/Awesome-DS

The guide to master Data Science: the Python way

Awesome Data Science

A curated list of articles, books, courses, infographics and many more covering Data Science and related topics, the Python way

Thank and show your ♥️ to the respective authors

📝 Articles/Blogs

• Become a Data Scientist
• What Is Data Science? A Beginner’s Guide To Data Science

📄 Courses

• DataCamp: Introduction to data science in Python
• DataQuest: Data Scientist path

📚 Books

• An Introduction to Data Science
• Python Data Science Handbook

⛄ Quick guides

• DS Career guide - Subscribe and download
• Python for Data Science (Ultimate Quickstart Guide)

🔗 Websites

• Kaggle - Datasets, Notebooks etc.,
• Elite Data Science - Check the Primer
• KDnuggets

Infographics

• Becoming a Data Scientist – Curriculum via Metromap
• What-Where-Who infographic

📃 Tutorials

• Data Science tutorial library
• LearnPython.org interactive Python tutorial

Collections

• Top 20 Websites for Machine Learning and Data Science in 2020
• 100+ Free Data Science Books- Learndasci
• 65 free data science resources

Tools/Libraries I ♥️

• bamboolib - a GUI for pandas
• Polynote - Polyglot notebook

⭐ this repo for your future reference

❗ If you see a broken link, open an issue.

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