Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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Example code for HTML, CSS, and Javascript for Web Developers Coursera Course
Practical Python Programming (course by @dabeaz)
- python
- pythontutorial
- tutorial
TranslatedCrash Course Computer Science (5,090,000 views) (40 episodes in total, each 10 minutes) Translation completed in 2018. The comment section has a lot of praise
- cs
- computer-science
- crash-course
Get started using GitHub in less than an hour.
- git
- branches
- commits
- pull-requests
Open Machine Learning Course
YSDA course in Natural Language Processing
TranslatedChinese version of the official Android training course
Learn to Code While Building Apps - The Complete Flutter Development Bootcamp
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
- deep-learning
- mit
- self-driving-cars
- deep-reinforcement-learning
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
Course materials for Modern Binary Exploitation by RPISEC
- exploitation
- wargame
- ctf
Course materials for Malware Analysis by RPISEC
Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.
IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)
Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022
- coursework
- fraud-detection
- introduction-to-machine-learning
- machine-learning
open source software construction course
TranslatedChinese tutorial for Stanford CS329Z Engineering AI Agents: an AI agent course for Python developers, with 19 lectures and 4 hands-on practices, covering LLMs, RAG, tool calling, memory, multi-agent systems, evaluation, and safety. Full Markdown, online and offline HTML. Chinese course notes.
A small course on CTF (wargames) for beginners [in Russian]
- ctf
- wargames
wip - we are building this out now in prep for the real course
Main course webpage for CPSC 310.
Teaching materials for a future Foundation of Embodied AI course, with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow Matching, GR00T, and SONIC.
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
- ai-engineering
- course
- data-engineering
- deep-learning
Materials for STATS 418 - Tools in Data Science course taught in the Master of Applied Statistics at UCLA