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Certificate in AI and Deep Learning Workshop II

Institute of Professional Education And Knowledge (PEAK)
Institute of Professional Education And Knowledge (PEAK)
Latest Courses / Seminars
Programme Code
Subject Area
Information Technology
Programme Type
Offering Institution
Institute of Professional Education And Knowledge (PEAK)
Contact Hours
Programme Fee
Class Code Commencement Date Class Location Medium of Instruction Apply Online Class Remarks
PE4200389(25APR2020) 2020.04.25 Institute of Professional Education and Knowledge (PEAK)
Cantonese supplemented with English
Date: 25 Apr 2020 - 16 May 2020 (4 Saturdays)
Time: 09:30 - 18:00
Duration: 30 hours (4 days of 7.5 hours)
Venue: VTC Tower, 27 Wood Road, Wanchai
PE4200389(04JUL2020) 2020.07.04 Institute of Professional Education and Knowledge (PEAK)
Cantonese supplemented with English
Date: 4 Jul 2020 - 27 Jul 2020 (4 Sat)
Time: 9:30 - 18:00
Duration: Total 30 hours, 7.5 hours each class
Venue: VTC Tower, 27 Wood Road, Wanchai


Participants will go through mathematics and Python to prepare themselves for the skills in the implementation of advanced AI applications.  Participants will experience the exciting development process of applying various AI models/platforms/tools and API to build their own AI applications. In the carefully planned lab exercises, participants can follow the step-by-step instructions to build and train the AI models. The most exciting part is to learn from various hands-on lab practices including GAN, transfer learning, reinforcement learning, etc.

Target Audience:

IT practitioner



To get the most out of the course, participants are expected to have completed the course Certificate in AI and Deep Learning Workshop I, or equivalent.  Having completed the course Certificate in Machine Learning and Python Workshop for Data Analytics will be helpful in the better understanding of programming APIs.


Course Contents

  1. Get Prepared
  • Mathematics: Linear algebra, probability, optimisation
  • Python programming language
  1. Advanced AI Frameworks
  2. Implementing Advanced Business Applications in AI
  3. Fabricating AI Applications to cloud server
  • Online access to AI cloud server


Entry Requirements

18 years old or above
Suitable for applicants who are interested in this course


.Speaker Profile

Dr. Alex Ng got his PhD from the City University of Hong Kong. He has been working as the team leader in a HSBC funded project to develop various robotic applications using AI to aid the learning of SEN students in the school environment since 2016.  Dr. Ng has great passion in teaching and applying the skills and knowledge of AI to application level.

Please use the attached enrollment form and follow the “Notes for Applicants” in the form to apply for courses.
All places are allocated on a first-come-first-served basis. Incomplete forms and forms received without payment will be regarded as unsuccessful applications.


Deadline for Application
7 working days (Exclusive of Saturdays) prior to class commencement date.

Notification of Class Commencement
Successful applicants will be notified of the class information by the contact method specified on the enrollment form at least 3 working days before class commencement. PEAK will not be responsible for the loss of class notification sent by mail. Please contact us if you do not receive the notification before the class commencement (Tel.: 2836 1906).

Course Fees/Receipt
For a course commencing within 7 working days at the time of enrollment, trainees are required to settle the course fee by cash.

Course fees paid are also non-refundable, except for cases of unsuccessful applications and course cancellation or rescheduling. Fees paid and places enrolled are also not transferable, and request for course swapping will not be entertained.
Trainees will sign and collect the receipt at the first lesson. Fees paid after the enrollment deadline may result in delay in receipt issuing. For those who have not collected the receipts at the first lesson, our staff will contact them for picking up / mailing arrangement. PEAK will not be responsible for any loss in mailing. Trainees will be required to pay an administrative charge of HK$100 for their request for each additional receipt copy. Please send crossed cheque payable to “Vocational Training Council” with a written application attention to “The Course Team” of the Institute. (Inquiry: 2836 1862)


Enrollment Form for Programme Application

<a href="http://cpe-uat.vtc.edu.hk/admission/peak/Enrollment_Form.pdf" TARGET="_blank">Please download here</a>


Mr. Tsang


Online Email Enquiry

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