KDnuggets

Discover a collection of top free courses to master data science, data engineering, machine learning, MLOps, and generative AI. Enhance your skills and embark on a new career with flexible and accessible learning opportunities.

25 Free Courses to Master Data Science, Data Engineering, Machine Learning, MLOps, and Generative AI

freeCodeCamp

Learn about MLOps and its significance in building production grade machine learning projects. This course covers fundamental concepts, practical applications, comprehensive skill development, advanced techniques, and best practices in MLOps. It also offers an interactive learning experience with a Streamlit application.

MLOps Course – Learn to Build Machine Learning Production Grade Projects

Medium

The MLOps roadmap for 2024 covers the essential skills, tools, and principles that an MLOps engineer should know, including programming skills, containerization with Docker, Kubernetes, machine learning fundamentals, MLOps principles, and MLOps components. The post emphasizes the importance of Python, Docker, and Kubernetes in MLOps engineering.

MLOps roadmap 2024

The practice of integrating machine learning models into the software development lifecycle for automated deployment, monitoring, and management. Readers can explore MLOps tools, processes, and best practices for building, deploying, and maintaining machine learning applications at scale.

Best of MLOps — December 2023