Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
- reinforcement-learning
- deep-reinforcement-learning
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Guides and resources for AI engineers: an agents course, five handbooks, a hands-on second-brain project and a vetted reading list.
东南大学课程共享计划
Android App Reverse Engineering Workshop
📜 Haskell course info, plan, video lectures, slides
The ESP32-S3 bench guide as a React app: live pinout, lessons with interactive simulators, a code reader for the esp-labs firmware, and the bench log. In 11 languages.
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
- cli
- deep-learning
- education
- from-scratch
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.
- agent-memory
- agentic-ai
- ai-agents
- 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
get started with ARKit - a little exercise for beginners
EventStorming workshop, this is a hands-on workshop. Contains such topics: DDD, Event storming, Specification by example. Including the AWS product : Serverless Lambda , DynamoDB, Fargate, CloudWatch.
- aws
- eventstorming
- ddd
- serverless
A small course on CTF (wargames) for beginners [in Russian]
- ctf
- wargames
JavaScript ES(6|2015) generators workshopper. Learn in practice. :metal:
- workshop
- nodeschool
- generators
- tutorial
wip - we are building this out now in prep for the real course
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.
Main course webpage for CPSC 310.
a nodeschool workshop that teaches you the fundamentals of working with binary data in node.js and HTML5 browsers
In-depth tutorials on LLMs, RAGs and real-world AI agent applications (Personal learning hub)
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
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The repository host gives no description.
Materials for STATS 418 - Tools in Data Science course taught in the Master of Applied Statistics at UCLA