Repository Index

This repo contains materials for use in a TensorFlow workshop.

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

• robotics
• robotics-programming
• gazebo
• ros

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.

• agent-memory
• agentic-ai
• ai-agents
• chinese

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.

Lightning Network Protocol Development Curriculum

• bitcoin
• lightning-network

PL-900 Introduction to Microsoft Power Platform

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

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

wip - we are building this out now in prep for the real course

Quantitative Research Handbook

• quant

Urban Informatics and Visualization (UC Berkeley CP255)

Materials for GWU DNSC 6279 and DNSC 6290.

• data-science
• data-mining
• data-visualization
• machine-learning

Computational economics in Python

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