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
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This repo contains materials for use in a TensorFlow workshop.
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
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
Presentation materials presented at C++Now 2014
Slides and other materials from CppCon 2023
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
A small course on CTF (wargames) for beginners [in Russian]
- ctf
- wargames
Urban Informatics and Visualization (UC Berkeley CP255)
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
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
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
Materials for STATS 418 - Tools in Data Science course taught in the Master of Applied Statistics at UCLA
Contains materials for my technical presentation exploring Linux malware tradecraft—from userland and fileless techniques to kernel rootkits, ftrace, eBPF, and defensive strategies.
Learn to use https://github.com/caolan/async in this self guided workshop
- async
- workshop
- rvagg
- javascript
Resources for the Magento 2 Certified Professional Front End Developer exam
Let's learn Algorand!
- algorand
- beaker
- blockchain
- cryptocurrency
This training kit has been developed to learn the basics of Backbone.JS.
- backbone-marionette
- backbone
- training-kit
- javascript
Syllabus and other general course information