Course Details

Course Code: IT8410
Course Title: Machine Learning for Data Analytics
Short Title: ML
Course Level:: Level 8
Valid From:: 2025/2026 Sem 1
Credits:: 15
Owner: School of ICT
Assessment Method: Achievement
Course Aim

To introduce students to the fundamental concepts, algorithms and techniques of Machine Learning and to develop students’ abilities to apply techniques and software tools to discover hidden patterns and regularities in databases. Students will then perform analysis to predict future trends.   

 
CILO
On Completion of this course, the learner will be able to
# Learning Outcome Description
1 Demonstrate critical knowledge of the fundamental concepts and techniques of Machine Learning.
2 Utilize machine learning tools and technologies to solve defined and undefined problems.
3 Use a range of approaches to interpret and evaluate numerical and graphical data to recommend the most suitable model for prediction.
Requisites
  • Anti Requisite: IT8416
 
Examinations
Assessment Type
Examination (Unseen)
Assessment Type
Examination (Unseen)
No Other Controlled Assessments
Uncontrolled Assessments
Assessment Type
Project (Group)

The institute reserves the right to alter the nature and timings of assessment

Affiliated Entities
Entity Code Entity Title Entity Version Entity Type
ICT8042 Bachelor of Science in Data Analytics 1 Programme