☆372Jan 12, 2024Updated 2 years ago
Alternatives and similar repositories for mlops-roadmap-2024
Users that are interested in mlops-roadmap-2024 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆691Apr 27, 2026Updated last week
- A comprehensive Python package template to kickstart and standardize your MLOps initiatives and data pipelines.☆1,407Jan 25, 2026Updated 3 months ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆969Apr 3, 2024Updated 2 years ago
- Start building and deploying Python packages and Docker images for MLOps tasks.☆441Jan 25, 2026Updated 3 months ago
- Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.☆894Feb 13, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Jul 4, 2023Updated 2 years ago
- 🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial …☆3,405Dec 9, 2024Updated last year
- Free MLOps course from DataTalks.Club☆14,558Updated this week
- Machine Learning Model Serving Patterns and Best Practices☆38Mar 2, 2026Updated 2 months ago
- A curated list of references for MLOps☆13,887Nov 21, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,351Aug 16, 2024Updated last year
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆4,334Apr 20, 2026Updated 2 weeks ago
- Azure DevOps is an end-to-end software development platform.☆13Aug 25, 2025Updated 8 months ago
- Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features☆685Sep 24, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- MLOps maturity assessment☆62Apr 23, 2023Updated 3 years ago
- mlops-projects-course☆149Dec 27, 2023Updated 2 years ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆4,752Oct 31, 2025Updated 6 months ago
- ☆8,819Sep 22, 2024Updated last year
- Sample Project for an MLOps 101 course I taught☆47Apr 10, 2025Updated last year
- Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.☆105Mar 24, 2025Updated last year
- The book every data scientist needs on their desk.☆1,001Mar 18, 2026Updated last month
- Machine Learning Preprocessing CLI☆13Jun 17, 2024Updated last year
- Learn ML engineering for free in 4 months! Register here 👇🏼☆13,044Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A curated list of awesome MLOps tools☆5,125Apr 29, 2026Updated last week
- 🤖 AI Assistant fine-tuned to provide support for coding and design questions based on the latest trends in the industry.☆17Jan 14, 2024Updated 2 years ago
- Dynamic batching for Document Layout and OCR, suitable for RAG, with extra tools.☆14Nov 25, 2024Updated last year
- A collection of fine-tuning notebooks!☆31Oct 5, 2023Updated 2 years ago
- A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.☆4,902Aug 18, 2025Updated 8 months ago
- Real-time Feature Pipelines in Python ⚡☆282Mar 14, 2024Updated 2 years ago
- LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answe…☆4,869Updated this week
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆8,127Nov 28, 2025Updated 5 months ago
- Semantically Search Emojis From the Command Line!☆13Nov 26, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- AdalFlow: The library to build & auto-optimize LLM applications.☆4,131Apr 28, 2026Updated last week
- Notes of PRNN course taught at IISC as part of MTech AI curriculum☆18Nov 30, 2024Updated last year
- Incremental ML learning in the real-world☆72Mar 3, 2025Updated last year
- Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽☆1,551Mar 14, 2024Updated 2 years ago
- ☆52Apr 27, 2026Updated last week
- ☆12Mar 21, 2024Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Feb 10, 2021Updated 5 years ago