GokuMohandas / mlops-course
Learn how to design, develop, deploy and iterate on production-grade ML applications.
☆2,970Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for mlops-course
- A curated list of awesome MLOps tools☆4,125Updated last month
- https://huyenchip.com/ml-interviews-book/☆3,443Updated 5 months ago
- Exercises and supplementary material for the machine learning operations course at DTU.☆593Updated this week
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆2,313Updated 4 months ago
- ☆6,075Updated last month
- A curated list of references for MLOps☆12,621Updated 5 months ago
- MLOps examples☆1,842Updated 3 months ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆874Updated 7 months ago
- [Book-2021] Practical MLOps O'Reilly Book☆718Updated 5 months ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,857Updated 3 weeks ago
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆538Updated last month
- Source for https://fullstackdeeplearning.com☆1,146Updated 5 months ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆1,897Updated 3 years ago
- 200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.☆1,994Updated 5 months ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆4,839Updated 8 months ago
- Machine Learning Notebooks☆3,298Updated 7 months ago
- Free MLOps course from DataTalks.Club☆11,159Updated 2 months ago
- 💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab…☆929Updated 4 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆847Updated last year
- An ongoing list of pandas quirks☆945Updated last year
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆658Updated 3 months ago
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆455Updated 10 months ago
- Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.☆1,111Updated last year
- Template for a data science project☆693Updated last month
- Efficient Python Tricks and Tools for Data Scientists☆1,437Updated 2 weeks ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,269Updated this week
- 🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.☆253Updated 8 months ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"☆9,162Updated last year
- Practical machine learning notebook & articles covers the machine learning end to end life cycle.☆919Updated 11 months ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆5,405Updated this week