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Machine Learning
University of Technology Sydney - Direct Enroll Program
Sydney, Australia
Dates: 7/16/25 - 11/23/25
Machine Learning
OVERVIEW
CEA CAPA Partner Institution: University of Technology Sydney
Location: Sydney, Australia
Primary Subject Area: Computer Sciences
Instruction in: English
Course Code: 31005
Transcript Source: Partner Institution
Course Details: Level 300
Recommended Semester Credits: 4
Prerequisites: (31250 Introduction to Data Analytics AND (48024 Programming 2 OR 41091 Data Systems))
DESCRIPTION
Machine learning is an exciting field studying of how intelligent agents can learn from and adapt to experience and how to realise such capacity on digital computers. It is applied in many fields of business, industry and science to discover new information and knowledge. At the heart of machine learning are the knowledge discovery algorithms. This subject builds on previous data analytics subjects to give an understanding of how both basic and more powerful algorithms work. It consists of both hands-on practice and fundamental theories. Students learn important techniques in the field by implementation and theoretical analysis. The subject also introduces practical applications of machine learning, especially in the field of artificial intelligence.