Learning materials for AI related topics
- GitHub - microsoft/AI-For-Beginners: 12 Weeks, 24 Lessons, AI for All!
- GitHub - microsoft/ML-For-Beginners: 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
- GitHub - microsoft/generative-ai-for-beginners: 21 Lessons, Get Started Building with Generative AI
- GitHub - microsoft/Data-Science-For-Beginners: 10 Weeks, 20 Lessons, Data Science for All!
- 3Blue1Brown
- Mathematics for Machine Learning | Coursera
- Mathematics for Machine Learning and Data Science | Coursera
- Mathematics for Machine Learning | Companion webpage to the book “Mathematics for Machine Learning”. Copyright 2020 by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. Published by Cambridge University Press.
- GitHub - dair-ai/Mathematics-for-ML: 🧮 A collection of resources to learn mathematics for machine learning
- Math Academy
- Khan Academy
- Transformer Explainer: LLM Transformer Model Visually Explained
- GitHub - karpathy/nanoGPT: The simplest, fastest repository for training/finetuning medium-sized GPTs.
- Transformers Explained Visually: Learn How LLM Transformer Models Work
- Transformers, explained: Understand the model behind GPT, BERT, and T5
- Transformers, the tech behind LLMs | Deep Learning Chapter 5
- What are Transformers (Machine Learning Model)?
- Deep Learning | Coursera
- Deep Learning Basics: Introduction and Overview
- 661: Designing Machine Learning Systems — with Chip Huyen
- Introduction - Hugging Face LLM Course
- unwind ai
- STOP Taking Random AI Courses - Read These Books Instead
- The Ultimate AI/ML Roadmap For Beginners
- AI Engineering: A Realistic Roadmap for Beginners
- How To Learn Math for Machine Learning FAST (Even With Zero Math Background)
- How I'd learn ML in 2025 (if I could start over)
- Machine Learning Roadmap 2025 - What Skills Should You Learn First?
- Why Your Machine Learning Projects Won't Land You a Job (The 5 Levels of ML Projects)
- How I'd Learn ML/AI FAST If I Had to Start Over
- Kaggle: Your Machine Learning and Data Science Community
- https://github.com/HandsOnLLM/Hands-On-Large-Language-Models
- 10 Use Cases for AI Agents: IoT, RAG, & Disaster Response Explained
- The Leading Multi-Agent Platform
- Home | Langflow
- https://github.com/bytedance/UI-TARS-desktop
- GitHub - ggml-org/whisper.cpp: Port of OpenAI's Whisper model in C/C++ - Good for iOS!
- GitHub - argmaxinc/WhisperKit: On-device Speech Recognition for Apple Silicon - Full kit to use Whisper on iOS
- GitHub - Saik0s/Whisperboard: The open-source iOS app that's making quality voice transcription more accessible on mobile devices. - Example app with WhisperKit
- MCP Dev Days: Day 1 - DevTools
- MCP Dev Days: Day 2 - Builders
- MCP 201
- GitHub - zilliztech/claude-context: MCP for code search, build for Claude Code, Gemini CLI or any code agents.
- GitHub - mobile-next/mobile-mcp: Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
- GitHub - mufeedvh/code2prompt: A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.
‼️ - GitHub - QuixiAI/dolphin-mcp
‼️ - https://github.com/femto/minion-agent
- https://github.com/MagicBeansAI/magictunnel
- GitHub - block/goose: an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
- GitHub - open-webui/open-webui: User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- GitHub - google/langextract: A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
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- GitHub - dyad-sh/dyad: Free, local, open-source AI app builder | v0 / lovable / Bolt alternative | 🌟 Star if you like it!
- GitHub - stagewise-io/stagewise: first frontend coding agent for existing production-grade web apps
- Introducing Opal: describe, create, and share your AI mini-apps - Google Developers Blog
- GitHub - flydelabs/flyde: Open-source Visual programming for backend logic that integrates with existing codebases. Flyde bridges the gap between technical and non-technical team members. Product managers, designers, and backend developers can collaborate on the same visual flows.
- GitHub - simstudioai/sim: Sim is an open-source AI agent workflow builder. Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools.