COMP3402 System architecture and distributed computing [Section 2A, 2018]
COMP3354 Statistical Learning [Section 1A, 2018]
The challenges in learning from big and complicated data have led to significant advancements in the statistical sciences. This course introduces supervised and unsupervised learning, with emphases on the theoretical underpinnings and on applications in the statistical programming environment R. Topics include linear methods for regression and classification, model selection, model averaging, basic expansions and regularization, kernel smoothing methods, additive models and tree-based methods. We will also provide an overview of neural networks and random forests.
On successful completion of the course, students should be able to:
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[1] demonstrate an understanding of the conceptual underpinnings of various statistical learning techniques in terms of how, why and when each method works in different real-life scenarios [2] critically evaluate the analytical strategies adopted in applying statistical learning techniques to different areas [3] apply basic statistical learning methods to perform exploratory data analysis and build predictive models using the statistical programming environment R, with real datasets [4] properly tune, select, and validate statistical learning models [5] interpret the results and discuss their implication |
COMP3330 Interactive Mobile Application Design and Programming [Section 2A, 2018]
Hi, welcome to the course COMP3330 Interactive Mobile Application Design and Programming!
This course introduces the Android platform for developing interactive mobile applications. The topics covered include user interface, parallel computing, graphics, multimedia, sensors, database, social computing, etc. Students will have the chance to participate in both individual assignments and group project to practice ideation, reading, writing, coding, and presentation. Wish you enjoy this course!
CCST9049 From Human Vision to Machine Vision [Section 2A, 2018]
COMP3329 Computer game design and programming [Section 2A, 2018]
Hi, welcome to the course COMP3329 Computer Game Design and Programming!
In this course, you will learn various topics in game design. They include game history, game genres, 2D graphics, 3D graphics, game physics, audio / visual design, user interface and multiplayer online game design. You will also learn how to develop your own game using the common game engine Unity. Wish you enjoy this course!
CCST9047 The Age of Big Data [Section 2A, 2018]
COMP3322 Modern Technologies on World Wide Web [Section 2B, 2018]
Welcome to COMP3322. This course is designed to provide you key technologies of the World Wide Web, as well as useful practice in developing web-based applications and systems. The course consists primarily of lectures and lab practice. Major topics to be covered include: Internet protocol stack, client-server model, IP, World Wide Web, HTTP, HTML, JSON, CSS, PHP, JavaScript, Node.js, AngularJS, ReactJS, web services and cloud computing.
COMP3322 Modern Technologies on World Wide Web [Section 1A, 2018]
This course is focusing on learning the key technologies of the World Wide Web, as well as programming practice in developing web-based applications and systems. The course consists primarily of lectures and lab practice. Major topics to be covered: Internet basic, client-server model, IP, DNS, HTTP, HTML, JSON, CSS, PHP, JavaScript, Node.js, Express, AngularJS, ReactJS, web services and cloud computing.
COMP3320 Electronic commerce technology [Section 2A, 2018]
COMP3316 Quantum information and computation [Section 2A, 2018]
COMP3314 Machine learning [Section 2A, 2018]
Lecturer: Dr. Dirk Schnieders (office: CB324, email: sdirk@cs.hku.hk, consultation hours: Thurs 4-6 pm)
TA1: Yijie Wu (office: HWG01[G103], email: wuyj@connect.hku.hk, consultation hours: Tue 2-4 pm)
TA2: Weifeng Ge (office: HW335A[g], email: wfge@cs.hku.hk, consultation hours: Wed 3-5 pm)
(for consultation, please make an appointment to confirm)
Teaching Period: Jan 14, 2019 - April 25, 2019
- Chinese New Year Holiday: Feb 4 - Feb 11, 2019 (no lecture on Feb 4, Feb 7, Feb 11)
- Reading Week: Mar 4 - Mar 9, 2019
Lecture Hours and Venue
- Mon 12:30-14:20, Thu 12:30-13:20
- CBA, G/F, Chow Yei Ching Bldg