A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
☆10,372Apr 15, 2023Updated 3 years ago
Alternatives and similar repositories for machine-learning-systems-design
Users that are interested in machine-learning-systems-design are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,537Aug 31, 2023Updated 2 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,635Jun 13, 2025Updated 11 months ago
- https://huyenchip.com/ml-interviews-book/☆4,623Mar 21, 2025Updated last year
- Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.☆3,658Dec 27, 2019Updated 6 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,529May 11, 2026Updated last 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.
- A curated list of references for MLOps☆13,906Nov 21, 2024Updated last year
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆29,186Jul 18, 2024Updated last year
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆4,797Oct 31, 2025Updated 6 months ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆8,259Nov 28, 2025Updated 5 months ago
- Learn how to develop, deploy and iterate on production-grade ML applications.☆47,671Mar 4, 2026Updated 2 months ago
- Machine Learning and Computer Vision Engineer - Technical Interview Questions☆4,635Jan 24, 2026Updated 3 months ago
- Data science interview questions and answers☆10,005May 8, 2026Updated 2 weeks ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,463Oct 4, 2024Updated last year
- System design patterns for machine learning☆2,914Oct 7, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The fastai book, published as Jupyter Notebooks☆24,981Aug 16, 2024Updated last year
- Natural Language Processing Best Practices & Examples☆6,438Aug 30, 2022Updated 3 years ago
- An ongoing list of pandas quirks☆997May 8, 2023Updated 3 years ago
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆31,512Oct 15, 2023Updated 2 years ago
- Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the mo…☆22,968Jul 28, 2024Updated last year
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,843Aug 18, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,358Aug 16, 2024Updated last year
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,139May 14, 2026Updated last week
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,534Apr 19, 2026Updated last month
- 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.
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆160,794Updated this week
- The fastai deep learning library☆28,014Updated this week
- This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.☆10,381Dec 22, 2020Updated 5 years ago
- Best Practices on Recommendation Systems☆21,713Updated this week
- A collection of various deep learning architectures, models, and tips☆17,502Feb 8, 2024Updated 2 years ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆25,944May 15, 2026Updated last week
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,810Oct 19, 2024Updated last year
- A repo for data science related questions and answers☆2,415Oct 6, 2022Updated 3 years ago
- 🦉 Data Versioning and ML Experiments☆15,600Apr 28, 2026Updated 3 weeks ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- In this repository, I will share some useful notes and references about deploying deep learning-based models in production.☆4,379Nov 9, 2024Updated last year
- Build, Manage and Deploy AI/ML Systems☆10,105Updated this week
- Production infrastructure for machine learning at scale☆8,018Jun 12, 2024Updated last year
- A game theoretic approach to explain the output of any machine learning model.☆25,431May 16, 2026Updated last week
- Classical equations and diagrams in machine learning☆8,016Jul 30, 2024Updated last year
- NYU Deep Learning Spring 2020☆6,806Jun 16, 2025Updated 11 months ago
- Google Research☆37,963Updated this week