DUAN, Huayi - HKUST Class Schedule & Quota

Class Schedule & Quota
2025-26 Summer 2025-26 Spring 2025-26 Winter 2025-26 Fall
2025-26 Summer
Common Core Course
The class information on this page will normally be updated every 15 to 20 minutes during class enrollment period.
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This service was first adapted from a student contribution in 2011-12 Fall. The efforts of all concerned are duly acknowledged.

AIAA BSBE CNGF DLED DSAA FTEC FUNH IPEN MSSM PDEV ROAS SEEN SMMG UCUG UFUG UGOD

COURSE INFO

PRE-REQUISITE	DSAA 2031 AND DSAA 2042
DESCRIPTION	This course introduces basics on machine learning systems. Students will study efficient machine learning systems for training and inference, and general design principles. The general issues including privacy, security and fairness of machine learning systems are also covered in this course. The course also aims to discuss machine learning for general systems, and how to design efficient machine learning systems by parallelism and distributed computing.

PRE-REQUISITE

DSAA 2031 AND DSAA 2042

DESCRIPTION

This course introduces basics on machine learning systems. Students will study efficient machine learning systems for training and inference, and general design principles. The general issues including privacy, security and fairness of machine learning systems are also covered in this course. The course also aims to discuss machine learning for general systems, and how to design efficient machine learning systems by parallelism and distributed computing.

DSAA 4012 - Machine Learning Systems (3 units)

Section	Date & Time	Room	Instructor	Quota	Enrol	Avail	Wait	Remarks
L01 (6013)	15-JUN-2026 - 27-JUL-2026 MoWe 03:00PM - 05:50PM	Rm 202, W4	DUAN, Huayi	40 Quota/Enrol/Avail DSA UG: 30/0/30	0	40	0	> Add/Drop Deadline: 17 June 2026