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System Development & Programming

Introduction to Deep Learning
深度学习入门

Course No. : 221-169978-01|Start Date : 04/03/2022

Admission Requirements

Participant are expected to have basic understanding of computer programming. Knowledge in Python is beneficial, but not essential.

Instructor

CUSCS Instructor

Language Used

Cantonese (supplemented with English)

Total Hours

15.0 hour(s)

Session

5

Place

Central Learning Centre

Start Date

04/03/2022

Schedule

Friday

Time

18:45 - 21:45

Tuition Fee

HK$ 1,950.00

Level

General Short Courses

Course Enquiries

3943913127708275[JavaScript encoded]

Enrolment Enquiries

2209 0290

Closing Date for Application

Enrolment deadline is 10 calendar days before the course commencement date. Late enrolment will only be considered if there are still vacant places.

This course is an introducion to Deep Learning, a branch of Machine Learning in development and applications of Modern Neural Networks. Topics include:1) Deep Learning (DL) basics; 2) Math review, Learning in Neural Networks, Backpropagation; 3) Keras/TensorFlow; 4) CNNs, RNNs, Deep Belief Nets; 5) Neural Turing Machines, Unsupervised DL; 6) Deep Reinforcement Learning; 7) DL Applications reviews.