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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

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

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

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

Ready-to-run Docker images containing Jupyter applications

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