Summer Enrollment is Open! Courses begin June 23, 2025.
Machine Learning System Design
COM SCI X 450.43
Provides a comprehensive overview of machine learning systems design, covering the full lifecycle from data acquisition and preprocessing to model deployment and ongoing monitoring. The course emphasizes bridging the gap…
Evaluate ML system designs for real-world applications
Design complete ML pipelines from data to deployment
About this course:
Provides a comprehensive overview of machine learning systems design, covering the full lifecycle from data acquisition and preprocessing to model deployment and ongoing monitoring. The course emphasizes bridging the gap between theoretical foundations and the practical deployment of AI/ML models in real-world settings. Students will learn how scalable and maintainable machine learning systems are built through industry-standard practices.
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