Beginner Production/MLOps

Google’s AI Course for Beginners (in 10 minutes)!

Learn How I'd learn ML in 2025 (if I could start over)

Natural Language Processing In 10 Minutes | NLP Tutorial For Beginners | NLP Training | Simplilearn

Clear and simple explanations of machine learning algorithms. Understand the math and intuition behind ML with Josh Starmer.

Google's fast-paced, practical introduction to machine learning. A self-study guide for aspiring machine learning practitioners.

The original Stanford ML course taught by Andrew Ng

IBM Data Science Professional Certificate

This course covers the end-to-end process of building and maintaining production ML systems. It includes modules on data needs and modeling strategies, which touch upon the importance of choosing the right data storage and handling evolving data, a key consideration when deciding between row, columnar, and vector-based storage.

Complete Stanford CS229 Machine Learning course by Andrew Ng. Covers supervised learning, unsupervised learning, and best practices.