Course Details

Course Code: IT8416
Course Title: Data Mining
Short Title: DM
Course Level:: Level 8
Valid From:: 2021/2022 Sem 1
Credits:: 15
Owner: School of ICT
Assessment Method: Achievement
Course Aim

To introduce students to the fundamental concepts, algorithms and techniques of Data Mining. 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 Data Mining
2 Utilise data mining software to solve defined and undefined problems.
3 Interpret and evaluate obtained numerical and graphical data to recommend the best model to be used for prediction purposes.
Requisites
  • Pre Requisite: IT6010 or ITB5010 - Maths for Computing & IT7005 or ITB6005 - Database Systems 2
 
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
ICT8011 Bachelor of Information and Communications Technology (Programming Major) 1 Programme
ICT8011 Bachelor of Information and Communications Technology (Programming Major) 2 Programme
BFA8800 Bachelor of Film and Animation 2 Programme
BFA8801 Bachelor of Filmmaking 1 Programme
BFA8802 Bachelor of Animation and Visual Effects 1 Programme
BFT8100 Bachelor of Science in Financial Technology 1 Programme
BWM8000 Bachelor of Web Media 3 Programme
BWM8000 Bachelor of Web Media 4 Programme
DES8000 Bachelor of Visual Design 3 Programme
ENT7080 Associate Degree in Engineering Technology (Civil) 1 Programme
ENT8020 Bachelor of Engineering Technology (Mechanical) 3 Programme
ENT8031 Bachelor of Engineering Technology (Electronics) 4 Programme
ENT8040 Bachelor of Engineering Technology (Electrical) 2 Programme
ENT8050 Bachelor of Engineering Technology (Electromechanical) 2 Programme
ENT8060 Bachelor of Engineering Technology (Communications and Networks) 2 Programme
ENT8060 Bachelor of Engineering Technology (Communications and Networks) 3 Programme
ENT8070 Bachelor of Engineering Technology (Chemical and Industrial Processes Engineering) 1 Programme
ENT8080 Bachelor of Engineering Technology (Civil) 1 Programme
ENT8090 Bachelor of Engineering Technology (Industrial Instrumentation and Automatic Control) 1 Programme
ENT8100 Bachelor of Engineering Technology (Biomedical) 1 Programme
ICT7011 Associate Degree in Information and Communications Technology (Programming Major) 1 Programme
ICT7022 Associate Degree in Information and Communications Technology (Information Systems) 1 Programme
ICT7041 Associate Degree in Information and Communications Technology (Database Systems Major) 1 Programme
ICT7051 Associate Degree in Information and Communications Technology (Cyber Security) 1 Programme
ICT8022 Bachelor of Information and Communications Technology (Information Systems Major) 1 Programme
ICT8023 Bachelor of Science in Cloud Computing and Information Systems 1 Programme
ICT8031 Bachelor of Information and Communications Technology (Networking Major) 1 Programme
ICT8031 Bachelor of Information and Communications Technology (Networking Major) 2 Programme
ICT8040 Bachelor of Information and Communications Technology (Database Systems Major) 3 Programme
ICT8041 Bachelor of Information and Communications Technology (Database Systems Major) 1 Programme
ICT8042 Bachelor of Science in Applied Data Analytics 1 Programme
ICT8051 Bachelor of Information and Communications Technology (Cyber Security Major) 2 Programme
MDM8040 Minor in Data Mining 1 Programme
No Code Yet Bachelor of Engineering Technology (Biomedical) 1 Programme
No Code Yet Bachelor of Engineering Technology (Renewable Energy) 1 Programme
No Code Yet Copy Of Bachelor of Information and Communications Technology (Cyber Security Major) 1 Programme
NEDICTE Non-EDICT Electives 1 Group