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Certificate in AI and Deep Learning for Management

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
PE4200385(06APR2019) 2020.04.06 Institute of Professional Education and Knowledge (PEAK)
Cantonese supplemented with English
Date: 6 & 7 April 2020 (Mon & Tue)
Time: 9:30 - 18:00
Duration: 15 hours
Venue: VTC Tower, 27 Wood Road, Wanchai


Participants will understand the growing deployment of AI in business so they can appreciate what it can and cannot do for their organisation. Participants will be given a thorough, non-technical introduction to the underlying principles of deep learning and different kinds of AI in business such as chatbot, stock prediction, face recognition, churn rate prediction, etc.  Ample demonstrations on various AI applications will be shown in the class to enhance participants’ understanding in its implications in various industries, and the huge opportunities in the real world.


Target Audience:

Management, Business Development, Business Strategist, Financial Analyst, IT Practitioner



To get the most out of the course, participants are expected to have some basic understanding in linear algebra


Course Contents

  1. Introduction of A.I. and Deep Learning

-        Different types of Machine Learning algorithm

-        Different Types of Deep Learning models

-        Application demonstrations


  1. A.I. in Time-series Data

-        Natural language processing with application in chatbot, lyrics auto-generation

-        Stock prediction

-        Sentiment analysis

-        Speech processing

-        Application demonstrations


  1. Predictive Analysis

-        Various propensity models

-        Business application using machine learning and deep learning and demonstrations


  1. A.I. in image / video processing

-        Image classification

-        Face detection / recognition

-        Object classification

-        Application demonstrations


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)



Mr. Tsang

Email: ttk2018@vtc.edu.hk

Online Email Enquiry

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