awesome-data-science
github.com/m-muecke/awesome-data-science ↗Data science and programming resources for daily work
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Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
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Installation instructions →What's inside
NLP
- A Code-First Intro to Natural Language Processing - fast.aiPython
fast.ai
- Applied Text Analysis with Python - Benjamin Bengfort, Rebecca Bilbro, Tony OjedaPython
Benjamin Bengfort, Rebecca Bilbro, Tony Ojeda
- CS224n: Natural Language Processing with Deep Learning - Stanford UniversityPython
Stanford University
- CS224U: Natural Language Understading - Stanford UniversityPython
Stanford University
- Natural Language Processing Nanodegree - UdacityPython
Udacity
- Natural Language Processing with Python - Steven Bird, Ewan Klein, Edward LoperPython
Steven Bird, Ewan Klein, Edward Loper
Linux and Shell/Bash
Quantitative Economics
- Advanced Quantitative Economics with Python - Thomas J. Sargent and John StachurskiPython
Thomas J. Sargent and John Stachurski
- Introduction to Economic Modeling and Data Science - Chase Coleman, Spencer Lyon, Jesse Perla, et al.Python
Chase Coleman, Spencer Lyon, Jesse Perla, et al.
- Python Programming for Economics and Finance - Thomas J. Sargent and John StachurskiPython
Thomas J. Sargent and John Stachurski
- QuantEcon - A high performance, open source Python code library for economicsPython
A high performance, open source Python code library for economics
- Quantitative Economics with Python - Thomas J. Sargent and John StachurskiPython
Thomas J. Sargent and John Stachurski
R
- Advanced R - Hadley WickhamBooks
Hadley Wickham
- Advanced R Solutions - Malte Grosser, Henning Bumann, Hadley WickhamBooks
Malte Grosser, Henning Bumann, Hadley Wickham
- An Introduction to R - Alex Douglas, Deon Roos, Francesca Mancini, Ana Couto, David LusseauBooks
Alex Douglas, Deon Roos, Francesca Mancini, Ana Couto, David Lusseau
- Big Book of RLinks
- bookdown: Authoring Books and Technical Documents with R Markdown - Yihui XieBooks
Yihui Xie
- Cookbook for R - Winston ChangBooks
Winston Chang
Data Science
- Advanced Statistical Computing - Roger D. PengBooks
Roger D. Peng
- Applied Data Science with Python Specialization - CourseraPython
Coursera
- Convex Optimization - Stephen Boyd and Lieven VandenbergheBooks
Stephen Boyd and Lieven Vandenberghe
- Data Science Specialization - CourseraR
Coursera
- Elements of Statistical Learning - Trevor Hastie, Robert Tibshirani and Jerome FriedmanBooks
Trevor Hastie, Robert Tibshirani and Jerome Friedman
- Flexible and Robust Machine Learning Using mlr3 in R - Lars Kotthoff, Raphael Sonabend, Michel Lang, Bernd BischlR
Lars Kotthoff, Raphael Sonabend, Michel Lang, Bernd Bischl
Finance
- Advances in Financial Machine Learning - Marcos López de PradoPython
Marcos López de Prado
- Applying Data Analytics in Finance - CourseraR
Coursera
- Artificial Intelligence for Trading Nanodegree - UdacityPython
Udacity
- Basic R for Finance - Diethelm Würtz, Tobias Setz, Yohan Chalabi, Longhow Lam, Andrew EllisR
Diethelm Würtz, Tobias Setz, Yohan Chalabi, Longhow Lam, Andrew Ellis
- Bayesian Stability Concepts for Investment Managers - Diethelm Würtz, Tobias SetzBooks
Diethelm Würtz, Tobias Setz
- CRAN Task View: Empirical FinanceR
Time Series
- Analysis of Financial Time Series - Ruey S. TsayBooks
Ruey S. Tsay
- An Introduction to Analysis of Financial Data with R - Ruey S. TsayR
Ruey S. Tsay
- CRAN Task View: Time Series AnalysisR
- Forecasting for Economics and business - Gloria González-RiveraBooks
Gloria González-Rivera
- Forecasting: Principles and Practice - Rob J Hyndman and George AthanasopoulosR
Rob J Hyndman and George Athanasopoulos
- Introduction to time series and forecasting - Peter J. Brockwell and Richard A. DavisBooks
Peter J. Brockwell and Richard A. Davis
Python
- Architecture Patterns with Python - Harry Percival, Bob GregoryBooks
Harry Percival, Bob Gregory
- Automate the Boring Stuff with Python - Al SweigartBooks
Al Sweigart
- Effective Python - Brett SlatkinBooks
Brett Slatkin
- Fluent Python - Luciano RamalhoBooks
Luciano Ramalho
- GitHub Curated List: Awesome PythonLinks
- Python for Everybody - Charles R. SeveranceBooks
Charles R. Severance
Showing a sample of 200 resources. View the full list on GitHub →