Library/dmls-bookForked

chiphuyen/dmls-book

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

View on GitHub↗Upstream chiphuyen/dmls-book↗

Builder

chiphuyen

chiphuyen • individual

Stars

4,603

Using upstream star count

Forks

910

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

May 27, 2022

Project creation date

README Summary

This repository contains summaries and resources for the book 'Designing Machine Learning Systems' by Chip Huyen, published by O'Reilly in 2022. It serves as a companion resource providing chapter summaries, additional materials, and references to help readers understand the concepts covered in the book.

AI Dev Skills

Unmapped

Machine Learning System DesignMLOpsProduction MLML InfrastructureData EngineeringModel DeploymentML MonitoringFeature EngineeringData Pipeline DesignML System Architecture

Taxonomy

AI Trends

MLOps Production ML Systems ML Engineering

Skill Areas

Machine Learning System Design MLOps Production ML ML Infrastructure Data Engineering Model Deployment ML Monitoring Feature Engineering Data Pipeline Design ML System Architecture

Use Cases

ML Engineering Study Guide Production ML Best Practices Reference ML System Design Interview Preparation Enterprise ML Implementation Planning

Recent Activity

Updated 5 months ago

7 Days

30 Days

90 Days

Quality

production

Quality: medium
Maturity: production

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

No language breakdown recorded.

Timeline

Project created: May 27, 2022
Forked: Mar 12, 2026
Your last push: 5 months ago
Upstream last push: 5 months ago
Tracked since: Oct 31, 2025

Similar Repos

pgvector cosine similarity · $0

Loading…