[Book-2021] Practical MLOps O'Reilly Book
☆984Mar 26, 2026Updated 4 months ago
Alternatives and similar repositories for practical-mlops-book
Users that are interested in practical-mlops-book are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.☆435Jan 10, 2025Updated last year
- Engineering MLOps, published by Packt☆196Mar 2, 2026Updated 5 months ago
- A curated list of references for MLOps☆14,160Nov 21, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,392Aug 16, 2024Updated 2 years ago
- Free MLOps course from DataTalks.Club☆15,123Aug 1, 2026Updated 2 weeks 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.
- MLOps using Azure ML Services and Azure DevOps☆1,318Aug 5, 2023Updated 3 years ago
- ☆24Dec 12, 2024Updated last year
- A curated list of awesome MLOps tools☆5,240Apr 29, 2026Updated 3 months ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,100Apr 28, 2021Updated 5 years ago
- ☆8,912Sep 22, 2024Updated last year
- MLOps examples☆2,116Aug 2, 2024Updated 2 years ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,557Updated this week
- This is a repo for building out Github Actions and Tricks☆56Jan 10, 2025Updated last year
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆5,177Jun 9, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Reference code base for ML Engineering, Manning Publications☆137Jul 16, 2021Updated 5 years ago
- Machine Learning Engineering with MLflow, published by Packt☆126Mar 2, 2026Updated 5 months ago
- Machine Learning Engineering on AWS, published by Packt☆73Mar 2, 2026Updated 5 months ago
- Poker Simulator☆20Oct 6, 2022Updated 3 years ago
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆616Mar 25, 2023Updated 3 years ago
- Duke MIDS: Data Engineering and DataOps Course☆70Jan 10, 2025Updated last year
- A work in progress to build out solutions in Rust for MLOPs☆155Jan 10, 2025Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆36Nov 30, 2023Updated 2 years ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,810Aug 5, 2026Updated last week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Operations Research Algorithms☆18Mar 20, 2024Updated 2 years ago
- ☆840Jul 1, 2026Updated last month
- Companion repository for the book Building Machine Learning Powered Applications☆716May 1, 2023Updated 3 years ago
- This is code depository for my upcoming session. Will update details post the session☆41Jan 29, 2023Updated 3 years ago
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆406May 17, 2023Updated 3 years ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,771Mar 23, 2026Updated 4 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,846Updated this week
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,429Jul 31, 2024Updated 2 years ago
- An example MLFlow project☆52Jan 10, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Azure MLOps☆166Feb 21, 2024Updated 2 years ago
- [WIP] Examples for the Intro to ML with Kubeflow book☆211Apr 21, 2022Updated 4 years ago
- Deploy Flask Machine Learning Application on Azure App Services☆123Jan 10, 2025Updated last year
- Public repo for DeepLearning.AI MLEP Specialization☆1,972Oct 28, 2024Updated last year
- Learn ML engineering for free in 4 months! Register here 👇🏼☆13,915Aug 4, 2026Updated last week
- Coursera Lab for MLOps course covers Hugging Face☆13Apr 9, 2023Updated 3 years ago
- Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.☆1,264May 1, 2023Updated 3 years ago