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:
- Reddit Data Science Project Ideas☆11Dec 28, 2019Updated 6 years ago
- 🟣 Linear Regression interview questions and answers to help you prepare for your next machine learning and data science interview in 202…☆52Jan 4, 2026Updated 8 months ago
- Course Material - Data Science Program☆15Mar 31, 2026Updated 5 months ago
- This repository contains everything you need to become proficient in ML System Design with Case Studies☆38Jan 27, 2024Updated 2 years ago
- Introduction and Career Guide for Data Science enthusiasts☆10Sep 16, 2018Updated 7 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.
- In-class exercises for Deep Learning course at NYC Data Science Academy☆32Feb 28, 2018Updated 8 years ago
- 🚀 End-to-end examples and analysis of deploying LLMs serverless using Modal, Runpod, and Beam☆28Mar 25, 2024Updated 2 years ago
- Image Segmentation using Fully Convolutional Networks in PyTorch☆11May 16, 2019Updated 7 years ago
- Repository for Data Engineering Zoomcamp 2024☆14Mar 25, 2024Updated 2 years ago
- Deploying a Deep Learning model on Heroku Server☆10Dec 8, 2022Updated 3 years ago
- Open Sourced ML Research Paper Implementations in Tensorflow☆16Jan 8, 2022Updated 4 years ago
- This repository features Amazon SageMaker Ground Truth and explains how to ingest raw 3D point cloud data, label it, train a 3D object de…☆13Jun 23, 2022Updated 4 years ago
- Create a data pipeline on AWS to execute batch processing in a Spark cluster provisioned by Amazon EMR. ETL using managed airflow: extrac…☆10Jul 12, 2021Updated 5 years ago
- Official PyTorch implementation of "Meta-Calibration: Learning of Model Calibration Using Differentiable Expected Calibration Error"☆38Aug 25, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆5,318Jun 9, 2026Updated 3 months ago
- ☆80Jun 25, 2024Updated 2 years ago
- SQL for Data Analysis using PostgresSQL - analyzing Parch&Posey fictional company☆20Apr 25, 2020Updated 6 years ago
- Data Science, Python, R, Machine Learning, Text Mining, Sentiment Analysis☆16Feb 17, 2018Updated 8 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Jan 10, 2025Updated last year
- Project of video synopsis☆10May 18, 2016Updated 10 years ago
- SQLMesh example projects☆42Jul 2, 2025Updated last year
- ☆13Mar 30, 2024Updated 2 years ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆9,633Sep 2, 2026Updated last week
- 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.
- This project is part of a blog article published at Medium. We like to give you a step by step guide on how to document your Python Data …☆16Dec 21, 2020Updated 5 years ago
- Reinforcement learning crypto trading bot☆10Oct 30, 2020Updated 5 years ago
- ☆24Dec 26, 2022Updated 3 years ago
- A recurrent neural network model to analyze how travelers expressed their feelings on Twitter☆12Jun 30, 2019Updated 7 years ago
- ☆20Oct 24, 2022Updated 3 years ago
- This repository contains the implementation of the paper: "Span Classification with Structured Information for Disfluency Detection in Sp…☆14Jun 6, 2023Updated 3 years ago
- Databricks CI/CD using Azure DevOps☆21Nov 1, 2022Updated 3 years ago
- ☆14Mar 9, 2023Updated 3 years ago
- A curated list of awesome open source and commercial feature store tools and platforms 🚀☆22Apr 20, 2022Updated 4 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.
- 🟣 LLMOps interview questions and answers to help you prepare for your next machine learning and data science interview in 2026.☆19Jan 4, 2026Updated 8 months ago
- ☆12Jun 20, 2024Updated 2 years ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆34Aug 19, 2017Updated 9 years ago
- LocEmb: Location Embedding (Currently covering districts, roads, and businesses in Korea)☆11Aug 15, 2022Updated 4 years ago
- Performance Hikes for Apache Spark☆31May 20, 2026Updated 3 months ago
- This repository contains the notebooks of the series 'transformers by doing - leaving no rock unturned'☆13Sep 24, 2023Updated 2 years ago
- My entry for Kaggle Ultrasound Nerve Segmentation☆24Aug 19, 2016Updated 10 years ago