AI & DataLevel 430h
AI Engineering & MLOps
Harvard-level production AI: from statistical learning foundations and data pipelines through transformer architectures, retrieval, high-throughput serving, and governed MLOps. Emphasis on reproducibility, reliability, and economics at scale.
Curriculum
- Foundations of Machine Learning & Data Engineering4 lessons
- Large Language Models & Retrieval Architectures4 lessons
- Model Serving & Infrastructure4 lessons
- MLOps, Governance & Production Operations4 lessons