graviraja / MLOps-Basics
☆6,075Updated last month
Related projects ⓘ
Alternatives and complementary repositories for MLOps-Basics
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆2,970Updated 3 months ago
- A curated list of references for MLOps☆12,621Updated 5 months ago
- https://huyenchip.com/ml-interviews-book/☆3,443Updated 5 months ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆4,839Updated 8 months ago
- A curated list of awesome MLOps tools☆4,125Updated last month
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆2,313Updated 4 months ago
- Free MLOps course from DataTalks.Club☆11,159Updated 2 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆9,781Updated last year
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆1,897Updated 3 years ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆874Updated 7 months ago
- MLOps examples☆1,842Updated 3 months ago
- [Book-2021] Practical MLOps O'Reilly Book☆718Updated 5 months ago
- LLM Zoomcamp - a free online course about building a Q&A system☆2,894Updated 2 months ago
- 🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial …☆3,104Updated 7 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆17,604Updated this week
- 200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.☆1,994Updated 5 months ago
- Machine Learning and Computer Vision Engineer - Technical Interview Questions☆3,056Updated 5 months ago
- ZenML 🙏: The bridge between ML and Ops. https://zenml.io.☆4,073Updated this week
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,822Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"☆9,162Updated last year
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,039Updated this week
- This repo contains annotated research papers that I found really good and useful☆2,687Updated 2 weeks ago
- Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.☆1,111Updated last year
- Source for https://fullstackdeeplearning.com☆1,146Updated 5 months ago
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆658Updated 3 months ago
- 💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab…☆929Updated 4 months ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,857Updated 3 weeks ago
- Exercises and supplementary material for the machine learning operations course at DTU.☆593Updated this week
- Machine Learning Notebooks☆3,298Updated 7 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆27,338Updated 4 months ago