Examples and hands-on labs for Linux tracing tools workshops
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IT 140 Module Two assignment for developing a beginner Python name-and-age program while practicing the Software Development Life Cycle (SDLC), including analysis, design, construction, testing, and debugging.
- beginner-programming
- computer-science-education
- introduction-to-programming
- programming-education
Introduction to Statistics using Python
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
the best machine learning tutorials on the web
Lightning Network Protocol Development Curriculum
PL-900 Introduction to Microsoft Power Platform
Lecture and lab slides for EECS 498 AASE (Applied Agentic Software Engineering), UMich Fall 2026
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
Exercises for Docker training
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.
Materials for GWU DNSC 6279 and DNSC 6290.
- data-science
- data-mining
- data-visualization
- machine-learning
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)
:lollipop: Thinking in React workshopper
a nodeschool.io-style workshopper for learning how to debug Node.js apps
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
Learn everything about Go in 7 days (from a Nodejs developer).
- 103cuong
- golang
- go
- roadmap
Interactive explorer for learning how large language models are trained