This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.
☆10,050Aug 5, 2025Updated 8 months ago
Alternatives and similar repositories for A-Curated-List-of-ML-System-Design-Case-Studies
Users that are interested in A-Curated-List-of-ML-System-Design-Case-Studies are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆26,184Apr 8, 2026Updated last week
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆25,024Dec 17, 2025Updated 4 months ago
- Machine Learning Systems☆23,649Updated this week
- 100+ AI Agent & RAG apps you can actually run — clone, customize, ship.☆105,972Updated this week
- [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)☆14,708Feb 12, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A database of 650 Machine Learning (ML) system design case studies from 100+ companies.☆1,256Aug 31, 2025Updated 7 months ago
- In-depth tutorials on LLMs, RAGs and real-world AI agent applications.☆33,620Mar 23, 2026Updated 3 weeks ago
- A curated list of 120+ LLM libraries category wise.☆10,199Apr 10, 2026Updated last week
- 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.☆21,163Apr 11, 2026Updated last week
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆78,379Feb 5, 2026Updated 2 months ago
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆90,803Apr 11, 2026Updated last week
- ☆8,797Sep 22, 2024Updated last year
- 🏅 Collection of Kaggle Solutions and Ideas 🏅☆6,376Apr 5, 2026Updated 2 weeks ago
- End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.☆18,826Updated this week
- 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.
- This repository contains a curated collection of 500+ Machine Learing Projects with code, detailing practical applications and insights i…☆67Jul 29, 2025Updated 8 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,460Aug 31, 2023Updated 2 years ago
- A curated list of 100+ libraries and frameworks for AI engineers building with LLMs☆3,031Nov 17, 2025Updated 5 months ago
- 12 Lessons to Get Started Building AI Agents☆56,847Apr 12, 2026Updated last week
- This Repository Contain All the Artificial Intelligence Projects such as Machine Learning, Deep Learning and Generative AI that I have do…☆4,738Apr 7, 2026Updated last week
- Python training for business analysts and traders☆12,963Jul 17, 2024Updated last year
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed not…☆26,708Apr 11, 2026Updated last week
- VIP cheatsheet for Stanford's CME 295 Transformers and Large Language Models☆4,317Jul 27, 2025Updated 8 months ago
- Learn how to develop, deploy and iterate on production-grade ML applications.☆47,272Mar 4, 2026Updated last month
- 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.
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆8,020Nov 28, 2025Updated 4 months ago
- Learn AI and LLMs from scratch using free resources☆5,352Feb 5, 2026Updated 2 months ago
- FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app,…☆135,364Mar 28, 2026Updated 3 weeks ago
- LLM101n: Let's build a Storyteller☆36,800Aug 1, 2024Updated last year
- 21 Lessons, Get Started Building with Generative AI☆109,323Apr 12, 2026Updated last week
- GenAI Cookbook☆4,220Mar 16, 2026Updated last month
- All Stanford Cheatsheets: Artificial Intelligence, Transformers, LLMs, Deep Learning, Machine Learning, Probabilities, Statistics, Algebr…☆824Jan 6, 2026Updated 3 months ago
- "Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — …☆8,704Feb 27, 2026Updated last month
- ☆5,624Apr 5, 2026Updated 2 weeks ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices☆4,902Mar 2, 2026Updated last month
- The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications a…☆28,447Jan 13, 2026Updated 3 months ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆4,661Oct 31, 2025Updated 5 months ago
- A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive vi…☆35,615Updated this week
- Anthropic's educational courses☆20,674Nov 13, 2025Updated 5 months ago
- A course on aligning smol models.☆6,630Updated this week
- Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Rei…☆3,346Jul 1, 2025Updated 9 months ago