dair-ai / MLOPs-Primer
A collection of resources to learn about MLOPs.
β930Updated last year
Alternatives and similar repositories for MLOPs-Primer:
Users that are interested in MLOPs-Primer are comparing it to the libraries listed below
- π§ A study guide to learn about Transformersβ1,549Updated last year
- β598Updated last year
- π A study guide to learn about Graph Neural Networks (GNNs)β1,151Updated 2 years ago
- Software Architecture for ML engineersβ393Updated 2 years ago
- GitHub Repo with various ML/AI/DS resources that I find usefulβ460Updated 6 months ago
- β1,417Updated 2 years ago
- Pen and paper exercises in machine learningβ1,954Updated 7 months ago
- Curated list of open source tooling for data-centric AI on unstructured data.β705Updated last year
- Machine Learning Notebooksβ3,311Updated 9 months ago
- The Fuzzy Labs guide to the universe of open source MLOpsβ452Updated 6 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.β3,014Updated 5 months ago
- π¦ Explore multimedia datasets at scaleβ1,052Updated last month
- π Sharing machine learning course / lecture notes.β6,094Updated 8 months ago
- Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.β444Updated last year
- π Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colabβ¦β950Updated 6 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ853Updated last year
- 200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.β2,034Updated 7 months ago
- πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€β720Updated last year
- TensorFlow Similarity is a python package focused on making similarity learning quick and easy.β1,014Updated 8 months ago
- This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operatiβ¦β417Updated 2 years ago
- Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.β7,484Updated 10 months ago
- π Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)β571Updated last year
- Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn Univβ¦β955Updated 3 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β254Updated 3 months ago
- π« Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and moreβ435Updated 3 years ago
- β6,157Updated 3 months ago
- Exercises and supplementary material for the machine learning operations course at DTU.β640Updated this week
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and featuresβ551Updated 3 months ago
- π MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.β263Updated 10 months ago