A database of 650 Machine Learning (ML) system design case studies from 100+ companies.
☆1,292Aug 31, 2025Updated 11 months ago
Alternatives and similar repositories for ml-practical-usecases
Users that are interested in ml-practical-usecases are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights …☆10,940Aug 5, 2025Updated last year
- Machine Learning Systems☆27,942Updated this week
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆28,779Updated this week
- A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.☆46Sep 12, 2025Updated 11 months ago
- [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)☆17,057Jul 3, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A curated list of 100+ libraries and frameworks for AI engineers building with LLMs☆3,377May 11, 2026Updated 3 months ago
- Introduction to PyTorch, covering tensor initialization, operations, indexing, and reshaping.☆1,010Jan 6, 2026Updated 7 months ago
- A collection of projects showcasing RAG, agents, workflows, and other AI use cases☆13,381Jul 30, 2026Updated 2 weeks ago
- 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.☆132,954Updated this week
- End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.☆21,296Updated this week
- A curated list of 120+ LLM libraries category wise.☆10,768Updated this week
- The best fully open-source L language models with the entire pipeline, for training code, data, and more!☆30Oct 7, 2025Updated 10 months ago
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆28,266Apr 24, 2026Updated 3 months ago
- 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.☆23,826Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆102,844Aug 10, 2026Updated last week
- The Operating System for AGI Work.☆66Updated this week
- In-depth tutorials on LLMs, RAGs and real-world AI agent applications.☆37,014Jul 27, 2026Updated 3 weeks ago
- This AI assistant (Telegram bot) collects and recommends personalized news digest☆19Apr 24, 2025Updated last year
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆5,180Jun 9, 2026Updated 2 months ago
- A powerful tool for creating fine-tuning datasets for LLM☆47Aug 22, 2025Updated 11 months ago
- ☆8,347Jun 5, 2026Updated 2 months ago
- A collection of 500+ real-world ML & LLM system design case studies from 100+ companies. Learn how top tech firms implement GenAI in prod…☆1,650Jun 21, 2025Updated last year
- Free and open-source curriculum to master artificial intelligence☆36Feb 28, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines☆1,406Updated this week
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆81,743Feb 5, 2026Updated 6 months ago
- [MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on …☆12,785Jul 31, 2026Updated 2 weeks ago
- Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Rei…☆4,142Updated this week
- 🤖 A comprehensive list of 1,500+ resources and tools related to AI agents.☆1,940Mar 28, 2026Updated 4 months ago
- A group of notebooks and other files which can help you learn AI from scratch.☆1,321Aug 7, 2026Updated last week
- 18 Lessons to Get Started Building AI Agents☆72,426Jul 29, 2026Updated 2 weeks ago
- AI Crash Course to help busy builders catch up to the public frontier of AI research in 2 weeks☆6,137Feb 23, 2026Updated 5 months ago
- A comprehensive, curated collection of resources for learning Machine Learning, Deep Learning, and AI☆179Mar 10, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- "Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — …☆9,212Feb 27, 2026Updated 5 months ago
- ☆32Nov 11, 2025Updated 9 months ago
- ☆3,845Dec 19, 2025Updated 7 months ago
- A system for agentic LLM-powered data processing and ETL☆3,973Aug 10, 2026Updated last week
- Learn AI and LLMs from scratch using free resources☆5,933Feb 5, 2026Updated 6 months ago
- An interactive tool that transforms static system design diagrams into explorable, interactive visualizations using AI.☆597Dec 29, 2025Updated 7 months ago
- Question paper of courses taught at IISC as part of MTech AI curriculum☆119Dec 1, 2024Updated last year