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
Repository Index
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A Workshopper module that teaches you to use promises in javascript
Learn Express.js from the author of one of the best books on Express.js—Pro Express.js— with this workshop that will teach you basics of Express.js.
Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022
- coursework
- fraud-detection
- introduction-to-machine-learning
- machine-learning
Learn Robotics with JdeRobot
Trilhas de estudo de Ciência de Dados derivadas das aulas da Profa. Cibele Russo (ICMC/USP)
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.
the best machine learning tutorials on the web
get started with ARKit - a little exercise for beginners
Presentation materials presented at C++Now 2014
An intro to the Web Audio API by a series of self-guided workshops.
Presentations from H2O meetups & conferences by the H2O.ai team
- h2o
- presentations
- meetups
- h2oai
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
Exercises for Docker training
A small course on CTF (wargames) for beginners [in Russian]
- ctf
- wargames
Level Me Up Scotty! An intro to Node.js databases via a set of self-guided workshops.
JavaScript ES(6|2015) generators workshopper. Learn in practice. :metal:
- workshop
- nodeschool
- generators
- tutorial
Quantitative Research Handbook
Materials for GWU DNSC 6279 and DNSC 6290.
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.
a nodeschool workshop that teaches you the fundamentals of working with binary data in node.js and HTML5 browsers
a nodeschool.io-style workshopper for learning how to debug Node.js apps