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) 6:45 PM - 9:45 PM
Registration period
14 Oct 2024 (Mon) - 7 Nov 2024 (Thu)
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. 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.

 

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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