Cornell University · CS 6787

Advanced Machine Learning Systems

高级机器学习系统

Systems techniques and optimization methods for scaling machine learning to large datasets and modern hardware.

Subject：Machine Learning Systems

Level：Graduate

Suggested stage：Graduate (inferred)

Public-material edition：2026

Language：English

Videos：Not verified

Assignments / solutions：Not verified / Not verified

Prerequisites

Machine learning →

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All official course content

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41 direct tasks

▶Lectures, video & readingCourse content in the official sequence27

✓Assignments & practiceOpen the matching problem or assignment page11

Write Paper Review 1 Write Paper Review 2 Write Paper Review 3 Write Paper Review 4 Write Paper Review 5 Write Paper Review 6 Write Paper Review 7 Write Paper Review 8 Write Paper Review 9 Write Paper Review 10 Write Paper Review 11

◆Labs & projectsCourse projects, labs and milestones3

Final Project Proposal and Experiment Plan Final Project Abstract Draft Final Project Report and Evaluation

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Course calendar and lecture slidesCornell University Department of Computer Science ↗

Final project requirementsCornell University Department of Computer Science ↗

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Cornell University Department of Computer Science · verified 2026-07-31

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