Repository Index

Learn ML engineering for free in 4 months! Register here 👇🏼

• course
• deployment
• docker
• fastapi

Python training for business analysts and traders

• python
• jupyter
• jupyterlab
• binder

AI education materials for Chinese students, teachers and IT professionals.

Learn Blockchain, Solidity, and Full Stack Web3 Development with Javascript

• blockchain
• chainlink
• ethereum
• javascript

TranslatedAI learning roadmap, compiling nearly 200 hands-on cases and projects, with free accompanying teaching materials, for beginners with zero background, focused on job-ready practice! Covers: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular fields

• machine-learning
• deep-learning
• data-analysis
• data-mining

The open curriculum for learning web development

• ruby
• ruby-on-rails
• html
• css

chai aur react series on youtube

AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.

TranslatedA project to localize the MIT open video course "Structure and Interpretation of Computer Programs" into Chinese, and a collection of course study materials.

• sicp
• scheme
• functional-programming
• compiler-principles

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

• numpy
• python
• linear-algebra
• data-science

Practical Python Programming (course by @dabeaz)

• python
• pythontutorial
• tutorial

Material de apoio gamificado com resumos, tarefas e links úteis para estudo sobre Versionamento de Código com Git e GitHub.

• git
• github
• version-control-system
• git-commands

Open Machine Learning Course

• machine-learning
• data-analysis
• data-science
• pandas

Learn to Code While Building Apps - The Complete Flutter Development Bootcamp

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning

TranslatedMy continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides), with video links

A self-paced course to learn Rust, one exercise at a time.

• exercises
• learning-by-doing
• rust

A collection of machine learning examples and tutorials.

• deep-learning
• machine-learning
• reinforcement-learning
• python

Lab Materials for MIT 6.S191: Introduction to Deep Learning

• mit
• deep-learning
• neural-networks
• tensorflow

A multi-module course teaching everything you need to know about using GitHub Copilot as an AI Peer Programming resource.

• copilot
• csharp
• dotnet
• github

LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. Register here 👇🏼

All course materials for the Zero to Mastery Machine Learning and Data Science course.

• machine-learning
• data-science
• deep-learning

Learn You The Node.js For Much Win! An intro to Node.js via a set of self-guided workshops.

• workshopper
• nodeschool
• nodejs
• learn-to-code

TranslatedCourse slides and assignments for Hung-yi Lee's (李宏毅) 2021/2022/2023 Spring Machine Learning courses