Unit 1: The Production ML Landscape
Unit 2: Sources of Complexity in ML Systems
Unit 3: The Value of Simplicity
Pragmatic Solution Design for Entry-Level ML Engineers: Prioritizing Simplicity in Production Systems
Master the art of building robust, maintainable, and cost-effective ML systems by embracing simplicity and pragmatic design principles from the ground up.
Unit 1: Foundational Simplicity Heuristics
Unit 2: Simplifying ML System Components
Unit 3: Architecting for Simplicity