Please Register at [maven course](https://maven.com/tranx-ai/cracking-the-ml-system-design-interview) to participate in the Cohort. From business problem to reliable ML solution Can you design the complete ML system in production? This 6-week course helps you crack the ML system design interview. You will learn the mental model and reusable framework to design and defend ML systems across the industry problems: recommendation and ranking, forecasting and fraud detection, knowledge-grounded RAG applications, and tool-using agent and harness. Instead of memorizing architecture diagrams, you will practice turning an ambiguous question into a structured system design—with success metrics, data flows, model choices, evaluation plans, reliability safeguards, and explicit trade-offs. By the end, you will have a practical ML system design framework, four reusable case designs, and a 1-1 mock interview coaching that help you communicate like an experienced practitioner who can take a business requirement from idea to reliable production. Who this course is for Data scientist or SDE preparing for Machine Learning Engineer interview SDE moving into ML engineer role Technical Product Manager or Engineering Lead responsible for AI products What is included: 6 live sessions with Yan on Saturdays 1-1 mock ML system design interview included lifetime access to course materials and recordings on Maven Houston machine learning members receive 20% off cohort registration with HML2026.