Python Data Science Handbook: full text in Jupyter Notebooks

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

100-Days-Of-ML-Code中文版

Best Practices on Recommendation Systems

A neural network that transforms a design mock-up into a static website.

The interactive graphing library for Python ✨ This project now includes Plotly Express!

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Jupyter Interactive Notebook

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Custom Jupyter Notebook Themes

Best Practices, code samples, and documentation for Computer Vision.

Ready-to-run Docker images containing Jupyter applications

Multi-user server for Jupyter notebooks

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Repository to store sample python programs for python learning