dair-ai / MLOPs-Primer
A collection of resources to learn about MLOPs.
☆928Updated last year
Alternatives and similar repositories for MLOPs-Primer:
Users that are interested in MLOPs-Primer are comparing it to the libraries listed below
- Machine Learning Notebooks☆3,299Updated 7 months ago
- 🟠 A study guide to learn about Graph Neural Networks (GNNs)☆1,130Updated last year
- 200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.☆1,998Updated 5 months ago
- 🧠 A study guide to learn about Transformers☆1,543Updated last year
- ☆601Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆2,979Updated 3 months ago
- ☆1,407Updated 2 years ago
- GitHub Repo with various ML/AI/DS resources that I find useful☆457Updated 4 months ago
- 🦘 Explore multimedia datasets at scale☆1,043Updated this week
- Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn Univ…☆948Updated 2 months ago
- 💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab…☆933Updated 4 months ago
- Software Architecture for ML engineers☆383Updated 2 years ago
- This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operati…☆413Updated 2 years ago
- 100 exercises to learn Python Datatable☆267Updated 2 years ago
- A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.☆338Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆450Updated 4 months ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆204Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆250Updated last month
- nannyml: post-deployment data science in python☆1,987Updated 3 weeks ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆718Updated last year
- Curated list of open source tooling for data-centric AI on unstructured data.☆701Updated last year
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆542Updated 2 months ago
- Exercises and supplementary material for the machine learning operations course at DTU.☆595Updated this week
- Efficient Python Tricks and Tools for Data Scientists☆1,438Updated this week
- How to become a data scientist in 30 days☆213Updated 3 years ago
- https://huyenchip.com/ml-interviews-book/☆3,465Updated 5 months ago
- AI-related tutorials. Access any of them for free → https://towardsai.net/editorial☆989Updated 6 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year