A database of 650 Machine Learning (ML) system design case studies from 100+ companies.
☆1,309Aug 31, 2025Updated last year
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 …☆11,122Aug 5, 2025Updated last year
- Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai☆30,007Updated this week
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆30,170Updated 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 last year
- [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)☆18,242Jul 3, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Introduction to PyTorch, covering tensor initialization, operations, indexing, and reshaping.☆1,057Jan 6, 2026Updated 10 months ago
- A curated list of 100+ libraries and frameworks for AI engineers building with LLMs☆3,402May 11, 2026Updated 5 months ago
- A community maintained list of flow examples built with Motia☆14Oct 8, 2025Updated last year
- A curated list of 120+ LLM libraries category wise.☆11,033Oct 25, 2026Updated 2 weeks ago
- A collection of projects showcasing RAG, agents, workflows, and other AI use cases☆16,725Updated this week
- End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.☆21,848Updated this week
- 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.☆144,093Updated this week
- The best fully open-source L language models with the entire pipeline, for training code, data, and more!☆32Oct 7, 2025Updated last year
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆30,082Apr 24, 2026Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆107,965Updated this week
- 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.☆24,862Updated this week
- In-depth tutorials on LLMs, RAGs and real-world AI agent applications.☆41,385Nov 1, 2026Updated last week
- The Operating System for AGI Work.☆69Oct 29, 2026Updated last week
- ☆10,039Jun 5, 2026Updated 5 months ago
- 🤖 A comprehensive list of 1,500+ resources and tools related to AI agents.☆12Nov 18, 2025Updated 11 months ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆5,444Jun 9, 2026Updated 4 months ago
- A group of notebooks and other files which can help you learn AI from scratch.☆1,465Oct 3, 2026Updated last month
- A powerful tool for creating fine-tuning datasets for LLM☆47Aug 22, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Rei…☆4,310Aug 12, 2026Updated 2 months ago
- Run local LLMs like llama, deepseek-distill, kokoro and more inside your browser☆11Sep 7, 2025Updated last year
- A collection of 500+ real-world ML & LLM system design case studies from 100+ companies. Learn how top tech firms implement GenAI in prod…☆1,697Jun 21, 2025Updated last year
- Learn AI Engineering! Learn it. Build it. Ship it for others.☆77,311Updated this week
- Directory of the most valuable AI content creators on YouTube, categorized by specialty.☆22Feb 26, 2025Updated last year
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆84,944Feb 5, 2026Updated 9 months ago
- Free and open-source curriculum to master artificial intelligence☆35Feb 28, 2025Updated last year
- [MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, a…☆13,776Updated this week
- ☆8,922Sep 22, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A comprehensive, curated collection of resources for learning Machine Learning, Deep Learning, and AI☆189Mar 10, 2025Updated last year
- 🤖 A comprehensive list of 1,500+ resources and tools related to AI agents.☆2,029Mar 28, 2026Updated 7 months ago
- An interactive tool that transforms static system design diagrams into explorable, interactive visualizations using AI.☆606Dec 29, 2025Updated 10 months ago
- 18 Lessons to Get Started Building AI Agents☆79,108Updated this week
- 🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.☆17,666Updated this week
- First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines☆1,563Sep 24, 2026Updated last month
- ☆11Sep 26, 2025Updated last year