Other Modules

• The Power of Excel
• Data Analysis using Excel
• Data Science and Machine Learning
• How to Shoot Professional Video with a Smart Phone
• Data Mining Using R
• Digital Video production and Post Production
• Contemporary Mobile Apps Development

Course Enquiry

Mr Freddy Wong
Tel: 2595 8160
Email: wywong@vtc.edu.hk

General Enquiry

Mr. MY Cheung
Tel: 3757 9258
Email: cheungmy@vtc.edu.hk

Data Science and Machine Learning

Module Code: IT5200040
Duration: 18 hours
Course Fee: $ 4,058
VTC Staff/Student/Alumni: $ 3,450
Member of Supporting Organization: $ 3,450
Early Birds: $ 3,450
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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.