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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

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.

Learn cloud security by building it! An open-source homelab teaching Zero Trust, DevSecOps, IaC, and cloud architecture from the ground up.

• aws
• azure
• cloud-computing
• cloud-security

This repo contains materials for use in a TensorFlow workshop.

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

Learn Robotics with JdeRobot

• robotics
• robotics-programming
• gazebo
• ros

open source software construction course

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.

Presentations from H2O meetups & conferences by the H2O.ai team

• h2o
• presentations
• meetups
• h2oai

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

A small course on CTF (wargames) for beginners [in Russian]

• ctf
• wargames