graviraja / MLOps-BasicsLinks
☆8,335Updated last year
Alternatives and similar repositories for MLOps-Basics
Users that are interested in MLOps-Basics are comparing it to the libraries listed below
Sorting:
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,208Updated last year
- A curated list of awesome MLOps tools☆4,780Updated 3 months ago
- A curated list of references for MLOps☆13,373Updated 11 months ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆3,647Updated last year
- System design patterns for machine learning☆2,770Updated 4 years ago
- https://huyenchip.com/ml-interviews-book/☆4,240Updated 7 months ago
- MLOps examples☆2,031Updated last year
- Free MLOps course from DataTalks.Club☆13,518Updated last week
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,040Updated 4 years ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,938Updated 11 months ago
- ZenML 🙏: MLOps for Reliable AI: from Classical ML to Agents. https://zenml.io.☆4,952Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,710Updated this week
- Interactive Tools for Machine Learning, Deep Learning and Math☆2,781Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆19,338Updated 3 weeks ago
- Machine Learning Notebooks☆3,412Updated last year
- Exercises and supplementary material for the machine learning operations course at DTU.☆731Updated this week
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆1,357Updated last week
- The book every data scientist needs on their desk.☆980Updated last month
- The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices☆4,290Updated 7 months ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆948Updated last year
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆11,516Updated 2 years ago
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆674Updated last year
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆4,187Updated 5 months ago
- 🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial …☆3,362Updated 10 months ago
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆596Updated last month
- Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽☆1,165Updated last year
- Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.☆1,186Updated 2 years ago
- [Book-2021] Practical MLOps O'Reilly Book☆881Updated 9 months ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,527Updated 4 months ago
- This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights …☆4,221Updated 2 months ago