paiml / practical-mlops-book
[Book-2021] Practical MLOps O'Reilly Book
☆718Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for practical-mlops-book
- Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng☆350Updated last year
- Engineering MLOps, published by Packt☆177Updated last year
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.☆396Updated 6 months ago
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆253Updated 8 months ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to s…☆184Updated 2 years ago
- MLOps examples☆1,842Updated 3 months ago
- ☆280Updated 10 months ago
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆538Updated last month
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆298Updated 3 months ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆874Updated 7 months ago
- Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offere…☆436Updated last year
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆234Updated 4 years ago
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆586Updated last year
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆455Updated 10 months ago
- MLOps using Azure ML Services and Azure DevOps☆1,204Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆2,970Updated 3 months ago
- CDF SIG MLOps☆604Updated this week
- Exercises and supplementary material for the machine learning operations course at DTU.☆593Updated this week
- The Fuzzy Labs guide to the universe of open source MLOps☆449Updated 4 months ago
- Learn by doing: DIY project groups at DataTalks.Club☆379Updated 5 months ago
- Code for the online course "Deployment of Machine Learning Models"☆798Updated 3 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆847Updated last year
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆1,897Updated 3 years ago
- Azure MLOps☆116Updated 9 months ago
- Basic and advanced MLflow examples for many ML flavors☆214Updated 4 months ago
- A simple guide to MLOps through ZenML and its various integrations.☆183Updated 9 months ago
- Machine Learning Engineering with Python☆171Updated last year
- Reference code base for ML Engineering, Manning Publications☆122Updated 3 years ago
- Software Architecture for ML engineers☆383Updated 2 years ago
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆658Updated 3 months ago