Learn how to design, develop, deploy and iterate on production-grade ML applications.
β3,307Aug 16, 2024Updated last year
Alternatives and similar repositories for mlops-course
Users that are interested in mlops-course are comparing it to the libraries listed below
Sorting:
- Exercises and supplementary material for the machine learning operations course at DTU.β780Updated this week
- π MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.β321Feb 29, 2024Updated 2 years ago
- A curated list of references for MLOpsβ13,717Nov 21, 2024Updated last year
- A curated list of awesome MLOps toolsβ5,041Feb 23, 2026Updated last week
- β8,704Sep 22, 2024Updated last year
- Free MLOps course from DataTalks.Clubβ14,259Dec 1, 2025Updated 3 months ago
- MLOps examplesβ2,080Aug 2, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.β46,548Aug 18, 2024Updated last year
- All the available resources to master MLOPS from scratchβ368May 7, 2024Updated last year
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and featuresβ683Sep 24, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ20,200Updated this week
- π Papers & tech blogs by companies sharing their work on data science & machine learning in production.β28,698Jul 18, 2024Updated last year
- ZenML π: One AI Platform from Pipelines to Agents. https://zenml.io.β5,228Updated this week
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmβ¦β10,053Apr 15, 2023Updated 2 years ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.β12,410Aug 31, 2023Updated 2 years ago
- Learn ML engineering for free in 4 months! Register here ππΌβ12,671Dec 27, 2025Updated 2 months ago
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β7,272Updated this week
- https://huyenchip.com/ml-interviews-book/β4,533Mar 21, 2025Updated 11 months ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.β236Sep 12, 2022Updated 3 years ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML vaβ¦β3,982Dec 28, 2025Updated 2 months ago
- βΎοΈ CML - Continuous Machine Learning | CI/CD for MLβ4,169Jun 2, 2025Updated 9 months ago
- Data science interview questions and answersβ9,786Feb 19, 2026Updated last week
- [Book-2021] Practical MLOps O'Reilly Bookβ938Feb 12, 2026Updated 2 weeks ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!β8,472Feb 26, 2026Updated last week
- πΊ Discover the latest machine learning / AI courses on YouTube.β17,101Jan 22, 2024Updated 2 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.β4,606Jun 13, 2025Updated 8 months ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.β7,843Nov 28, 2025Updated 3 months ago
- The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, β¦β24,485Updated this week
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)β4,429Oct 31, 2025Updated 4 months ago
- Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Joβ¦β38,735Feb 26, 2026Updated last week
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ873Jun 16, 2023Updated 2 years ago
- π A ranked list of awesome machine learning Python libraries. Updated weekly.β23,250Updated this week
- Aim π« β An easy-to-use & supercharged open-source experiment tracker.β6,017Updated this week
- Host repository for the "Reproducible Deep Learning" PhD courseβ408Apr 18, 2022Updated 3 years ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning modelsβ4,731Updated this week
- Collection of useful data science topics along with articles, videos, and codeβ4,173Dec 2, 2025Updated 3 months ago
- Always know what to expect from your data.β11,197Updated this week
- Code and files to go along with CS329s machine learning model deployment tutorial.β616Nov 12, 2022Updated 3 years ago
- The Open Source Feature Store for AI/MLβ6,756Updated this week