System Development & Programming
Introduction to Deep Learning
深度學習入門
Course No. : 243-169978-01|Start Date : 08/11/2024
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
15.00 hour(s)
Session
5
Place
Start Date
08/11/2024
Schedule
Friday
Time
18:45 - 21:45
Tuition Fee
$2,340
Level
General Short Courses
Course Enquiries
2209775227235569[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.
Course Content
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.