Course Details

Course Code: IT8414
Course Title: Deep Learning for Data Analytics
Short Title: DL
Course Level:: Level 8
Valid From:: 2025/2026 Sem 1
Credits:: 15
Owner: School of ICT
Assessment Method: Achievement
Course Aim

This module aims to provide an understanding of the field of deep learning and its applications. Students will learn about the deep learning architectures and algorithms that are used in applications such as face recognition, speech recognition, and medical diagnosis. The module will include an opportunity to develop professional skills in using the Python programming language and utilizing a deep learning framework to develop predictive models and applications.
 
CILO
On Completion of this course, the learner will be able to
# Learning Outcome Description
1 Demonstrate a critical understanding of deep learning architectures and training algorithms.
2 Develop deep learning solutions to address complex problems using modern frameworks.
3 Use a range of approaches to analyze and evaluate deep learning models for solving real-world problems.
Requisites
No requisites
 
No Examinations
Other Controlled Assessments
Assessment Type
Online Quiz
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