Top 5 Machine Learning System Design Interview Courses and Books for ML Engineers in 2025

Preparing for machine learning system design interviews is essential for ML engineers looking to join top tech companies. This guide lists the top five courses and books to help engineers master system design, covering topics like recommendation systems, real-time data pipelines, and generative AI architectures. Investing in these resources can help candidates build scalable AI applications and excel in challenging interview rounds at companies like Google, Meta, and Amazon.