Other Modules

• Preparation for Certified Information Systems Security Professional Examination
• Stage Lighting Design Certificate Program
• Introduction to 3DsMax 2016
• Gesture-based Computing
• Modern APIs Development
• 3D Visualization for Multimedia and VR
• Understanding Location-Based Services

Course Enquiry

Dr. Johnny CHENG
Tel: 2436-8588
Email: johnnyc@vtc.edu.hk

Data Science and Machine Learning

Module Code: IT5200040
Duration: 18 hours
Course Fee: $ 5,117
VTC Staff/Student/Alumni: $ 4,350
Member of Supporting Organization: $ 4,350
Early Birds: $ 4,350

Intended Learning Outcomes

On completion of the module, students are expected to be able to:

• Have a detailed understanding on the key concepts related to machine learning
• Perform data management with Python
• Perform web scraping with Beautiful Soup and Selenium in Python
• Perform supervised and unsupervised learning with Scikit-learn
• Perform deep neural network modeling with Tensorflow

Entry Requirements

• Five HKDSE subjects at Level 2 or above, including English and Chinese Languages, plus at least one year of relevant work experience, or equivalent; or
• Five HKCEE subjects at Grade E/Level 2 or above, including English and Chinese Languages, plus at least two years of relevant work experience, or equivalent ; or
• Completion of a QF Level 3 programme that is deemed acceptable to the respective Programme Board plus at least one year of relevant work experience; or
• Relevant RPL qualification(s) at QF Level 3 or above plus at least one year of relevant work experience AND a pass in an entrance assessment, which can be either oral or written; or
• Other relevant verifiable prior learning plus at least two years of relevant work experience that are deemed appropriate by respective Programme Board AND a pass in an entrance assessment, which can be either oral or written.