ZHONG, Zixin - HKUST Class Schedule & Quota

Class Schedule & Quota
2024-25 Summer 2024-25 Spring 2024-25 Fall 2021-22 Winter
2024-25 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 AMAT BSBE CMAA DSAA FUNH INFH INTR IOTA ROAS SMMG SOCH SYSH UCUG UFUG

COURSE INFO

PRE-REQUISITE	DSAA 1001 or AIAA 2205
DESCRIPTION	Machine learning is an exciting and fast-growing field that leverages data to build models which can make predictions or decisions. This is an introductory machine learning course that covers fundamental topics in model assessment and selection, supervised learning (e.g. linear regression, logistic regression, neural networks, deep learning, support vector machines, Bayes classifiers, decision trees, ensemble methods); unsupervised learning (e.g. clustering, dimensionality reduction); and reinforcement learning. Students will also gain practical programming skills in machine learning to tackle real-world problems.

PRE-REQUISITE

DSAA 1001 or AIAA 2205

DESCRIPTION

Machine learning is an exciting and fast-growing field that leverages data to build models which can make predictions or decisions. This is an introductory machine learning course that covers fundamental topics in model assessment and selection, supervised learning (e.g. linear regression, logistic regression, neural networks, deep learning, support vector machines, Bayes classifiers, decision trees, ensemble methods); unsupervised learning (e.g. clustering, dimensionality reduction); and reinforcement learning. Students will also gain practical programming skills in machine learning to tackle real-world problems.

DSAA 2011 - Machine Learning (3 units)

Section	Date & Time	Room	Instructor	Quota	Enrol	Avail	Wait	Remarks
L01 (6053)	14-JUL-2025 - 05-AUG-2025 TuWeThFr 03:00PM - 05:50PM	Rm 202, W2	ZHONG, Zixin	20	0	20	0	> Add/Drop Deadline: 16 July 2025
LA01 (6054)	14-JUL-2025 - 05-AUG-2025 TuWeThFr 10:00AM - 10:50AM	Rm 228, E1	ZHONG, Zixin	20	0	20	0