chiphuyen / machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
☆9,290Updated last year
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
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,400Updated last year
- https://huyenchip.com/ml-interviews-book/☆3,574Updated 7 months ago
- A curated list of references for MLOps☆12,852Updated 2 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆18,002Updated this week
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆10,259Updated last year
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,293Updated 4 months ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆2,501Updated 7 months ago
- Data science interview questions and answers☆9,157Updated 5 months ago
- A repo for data science related questions and answers☆2,420Updated 2 years ago
- A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep☆3,859Updated 5 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆27,664Updated 6 months ago
- In this repository, I will share some useful notes and references about deploying deep learning-based models in production.☆4,317Updated 2 months ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆5,390Updated 11 months ago
- Machine Learning and Computer Vision Engineer - Technical Interview Questions☆3,232Updated last month
- This repository is to prepare for Machine Learning interviews.☆1,509Updated 5 years ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,363Updated this week
- Answers to 120 commonly asked data science interview questions.☆3,754Updated last year
- System design patterns for machine learning☆2,517Updated 3 years ago
- 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.☆3,560Updated 5 years ago
- Trax — Deep Learning with Clear Code and Speed☆8,157Updated this week
- Classical equations and diagrams in machine learning☆7,540Updated 6 months ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,463Updated 3 months ago
- Companion webpage to the book "Mathematics For Machine Learning"☆13,676Updated last year
- A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resour…☆2,889Updated 6 months ago
- Awesome free machine learning and AI courses with video lectures.☆2,832Updated last month
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,839Updated last year
- Data science interview questions with answers. Not ideally (yet)☆1,594Updated 2 years ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆11,675Updated 3 weeks ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆38,118Updated 5 months ago
- Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.☆2,539Updated 3 years ago