CUHK - School of Continuing and Professional Studies

Introduction to Deep Learning 深度學習入門

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Course Information

Schedules
  • 8 Nov 2024 (Fri) - 6 Dec 2024 (Fri) 6:45 PM - 9:45 PM
Registration period
9 Aug 2024 (Fri) - 29 Oct 2024 (Tue)
Price
HKD 2,340
Course Level
Study Mode
Duration
15 Hour(s)
Language
Cantonese
Location
Central Learning Centre
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Course Overview

This course is an introducion to Deep Learning, a branch of Machine Learning in development and applications of Modern Neural Networks. 

Admission Requirements

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

What You’ll Learn

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.


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