WIP: Roadmap to becoming a machine learning engineer in 2020
☆2,200Sep 16, 2021Updated 4 years ago
Alternatives and similar repositories for ml-engineer-roadmap
Users that are interested in ml-engineer-roadmap are comparing it to the libraries listed below
Sorting:
- A curated list of references for MLOps☆13,717Nov 21, 2024Updated last year
- Roadmap to becoming a data engineer in 2021☆12,747Jan 25, 2022Updated 4 years ago
- A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.☆7,787Dec 8, 2022Updated 3 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,200Updated this week
- Tensorflow 2.0 + Sacred + AI Platform + Microsoft NNI☆92Jul 24, 2020Updated 5 years ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,698Jul 18, 2024Updated last year
- Roadmap to becoming a Machine Learning developer in 2020☆454Jan 4, 2020Updated 6 years ago
- System design patterns for machine learning☆2,895Oct 7, 2021Updated 4 years ago
- Awesome free machine learning and AI courses with video lectures.☆3,057Dec 12, 2024Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,053Apr 15, 2023Updated 2 years ago
- Toturials coming with the "data science roadmap" picture.☆7,343Feb 11, 2025Updated last year
- Roadmap to becoming an Artificial Intelligence Expert in 2022☆30,767Sep 12, 2025Updated 5 months ago
- ☆8,704Sep 22, 2024Updated last year
- PORORO: Platform Of neuRal mOdels for natuRal language prOcessing☆1,307Mar 23, 2022Updated 3 years ago
- Best Practices, code samples, and documentation for Computer Vision.☆9,830Feb 16, 2024Updated 2 years ago
- ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP☆3,275Sep 29, 2019Updated 6 years ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,410Aug 31, 2023Updated 2 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,794Oct 19, 2024Updated last year
- Data science interview questions and answers☆9,779Feb 19, 2026Updated last week
- DataOps(Data Operation), MLOps(Machine Learning Operation) Contents☆132Mar 15, 2021Updated 4 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,450Oct 4, 2024Updated last year
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,472Updated this week
- Natural Language Processing Best Practices & Examples☆6,447Aug 30, 2022Updated 3 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,307Aug 16, 2024Updated last year
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,606Jun 13, 2025Updated 8 months ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,462Nov 26, 2025Updated 3 months ago
- 데이터 사이언스를 공부하고 싶은 분들을 위한 글☆1,797Mar 28, 2022Updated 3 years ago
- Transformers Pipeline with KoELECTRA☆40Jun 12, 2023Updated 2 years ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,250Updated this week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆46,548Aug 18, 2024Updated last year
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,475Nov 27, 2022Updated 3 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,064Apr 28, 2021Updated 4 years ago
- 100 Must-Read NLP Papers☆3,848Jul 9, 2021Updated 4 years ago
- Companion webpage to the book "Mathematics For Machine Learning"☆15,069Mar 13, 2025Updated 11 months ago
- The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, …☆24,485Updated this week
- 국내 자연어 처리 기술을 연구 및 개발하는 스타트업 목록☆165May 10, 2020Updated 5 years ago
- Datascience-Interview-Questions for Korean☆1,000Nov 7, 2019Updated 6 years ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,168Jun 2, 2025Updated 9 months ago
- The Data Engineering Cookbook☆14,964Jan 17, 2026Updated last month