Python sample codes and textbook for robotics algorithms.
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Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
- artificial-intelligence
- cloud-ml
- computer-systems
- courseware
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 ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
Companion webpage to the book "Mathematics For Machine Learning"
The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams
Main Web Site (Online Books)
- book
- raytracing
- ray-tracing
- markdeep
Introduction to Autonomous Robots
Code to accompany Advanced Analytics with Spark from O'Reilly Media
Contributed code examples from O'Reilly Android Cookbook. See #user-content-table README below!
An interactive 3D textbook for AP Physics 1 and AP Physics C
Book source for Controls Engineering in the FIRST Robotics Competition
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
- riemann-solver
- python
- jupyter-notebook
- book
Source code of the Theoretical Physics Reference online book
open source E-book on statistical physics
- statistical-physics
- statistical-mechanics
:orange_book: Economics Textbook (Openstax)
- textbook
- openstax
- cc-by
- economics