A detailed summary of "Designing Machine Learning Systems" by Chip Huyen. This book gives you and end-to-end view of all the steps required to build AND OPERATE ML products in production. It is a must-read for ML practitioners and Software Engineers Transitioning into ML.
☆205Mar 5, 2023Updated 3 years ago
Alternatives and similar repositories for designing-ml-systems-summary
Users that are interested in designing-ml-systems-summary 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 Transfer Learning Study of Gas Adsorption in Metal-Organic Frameworks☆15Jul 15, 2020Updated 6 years ago
- Learning notes and code from CS 329S: Machine Learning Systems Design series.☆25Jun 23, 2025Updated last year
- ☆14Aug 27, 2024Updated last year
- Course Material - Data Science Program☆15Mar 31, 2026Updated 4 months ago
- This repository contains everything you need to become proficient in ML System Design with Case Studies☆37Jan 27, 2024Updated 2 years ago
- 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.
- Introduction and Career Guide for Data Science enthusiasts☆10Sep 16, 2018Updated 7 years ago
- 🚀 End-to-end examples and analysis of deploying LLMs serverless using Modal, Runpod, and Beam☆28Mar 25, 2024Updated 2 years ago
- Repository for Data Engineering Zoomcamp 2024☆14Mar 25, 2024Updated 2 years ago
- Jupyter notebook with the code of a probabilistic neural network in PyTorch☆12Jan 17, 2020Updated 6 years ago
- DO NOT EDIT THE CONTENTS OF THIS REPO DIRECTLY! Publicly available materials that are used in the Data 8 Foundations of Data Science cour…☆13Oct 9, 2024Updated last year
- Open Sourced ML Research Paper Implementations in Tensorflow☆16Jan 8, 2022Updated 4 years ago
- Interpretable Machine Learning for COVID-19☆11Aug 24, 2021Updated 4 years ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆5,174Jun 9, 2026Updated 2 months ago
- ☆78Jun 25, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A simple library for t-SNE animation and a zoom-in feature to apply t-SNE in that region☆13Jun 4, 2018Updated 8 years ago
- Licensed under Academic Non-Commercial Share-Alike License☆19Sep 3, 2025Updated 11 months ago
- Google AI Chat is an AI-powered chat application built with Streamlit and Python. This application allows you to interact with Google AI …☆15Dec 23, 2023Updated 2 years ago
- This projects entails performing in-depth descriptive analysis and data visualization on United Kingdom Road Traffic and Accident dataset…☆11Jul 20, 2020Updated 6 years ago
- Technocolabs Data Science Internship☆23May 8, 2021Updated 5 years ago
- Harry Potter Deep Learning Experiment☆10Mar 25, 2023Updated 3 years ago
- ☆13Mar 30, 2024Updated 2 years ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆8,758Jul 30, 2026Updated 2 weeks ago
- python script to download & process data to train a speech-synthesis model of Vietnamese M.C. Nguyễn Ngọc Ngạn☆15Aug 13, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository contains the implementation of the paper: "Span Classification with Structured Information for Disfluency Detection in Sp…☆14Jun 6, 2023Updated 3 years ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆709Mar 16, 2023Updated 3 years ago
- Multi-level cache with options for read/write patterns☆12Jun 17, 2021Updated 5 years ago
- This software recognizes (digitizes) handwritten manuscripts and digitizer-pen input.☆26Dec 8, 2022Updated 3 years ago
- This is an interactive chat-bot using RASA which can answer questions related to COVID19 and provide real time statistics on number of af…☆14Dec 8, 2022Updated 3 years ago
- ☆14Mar 9, 2023Updated 3 years ago
- This repository implements a variety of sequence model architectures from scratch in PyTorch. Effort has been put to make the code well s…☆12Aug 5, 2026Updated last week
- Basic sanity checks for MOFs.☆34Jul 6, 2026Updated last month
- Code snippets for the "Fundamentals of Java" class available from pirple.com☆18May 26, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Example FastAPI app deployed to AWS with CDK.☆16Feb 23, 2023Updated 3 years ago
- Tools for formatting large language model prompts.☆13Dec 19, 2023Updated 2 years ago
- My entry for Kaggle Ultrasound Nerve Segmentation☆24Aug 19, 2016Updated 9 years ago
- An open and introductory book for the Python API of Apache Spark (pyspark) 📚📖☆12Sep 19, 2025Updated 10 months ago
- A smart mock interview assistant built with CrewAI, simulating realistic tech interviews with multi-agent conversations and feedback.☆16Oct 10, 2025Updated 10 months ago
- Envoy Proxy: A Comprehensive Guide to Features, Use Cases, and Best Practices - Curated Resource List☆35Jan 21, 2026Updated 6 months ago
- ☆12Mar 28, 2023Updated 3 years ago