Page 55 - PG-Handbook23-24-finale

Synopsis of Course Content
This course introduces advanced concepts and techniques for machine learning. It covers topics such
as linear and logistic regression, decision tree, neural network, and support vector machines as well
as reinforcement learning.

Evaluation and Weightage
Continuous Assessment : 50 %
Final Examination : 50%

WOA7016 Cloud Computing

Course Learning Outcomes
At the end of the course, students are able to:
1. Explain the main concepts, key technologies, architecture and issues of cloud computing.
2. Apply appropriate solutions to solve and manage complex problems in cloud computing.
3. Deploy cloud application using popular cloud platforms.
Synopsis of Course Content
This course is designed to introduce students to the emerging issues related to cloud computing. This
course will examine several aspects of cloud such as concepts related to cloud computing
technologies, cloud models, cloud platform, virtualisation and orchestration, web services and cloud
storages. This course also emphasises on practical implementations in developing and deploying
cloud application.
Evaluation and Weightage
Continuous Assessment : 50%
Final Examination : 50%

WOA7017 Security Risk Analysis and Evaluation

Course Learning Outcomes
At the end of the course, students are able to:
1. Explain the concepts of security risk assessment.
2. Apply suitable security risk assessment methods.
3. Evaluate a particular security risk assessment method.

Synopsis of Course Content
This course introduces the concepts and techniques used in security risk analysis and evaluation. It
includes a comprehensive explanation of the six basic phases of security risk assessment, i.e. project
definition, project preparation, data gathering, risk analysis, risk mitigation, and risk reporting and
resolution. The course also explains several risk assessment methods and describes techniques to
measure the effectiveness of a particular method.

Evaluation and Weightage
Continuous Assessment : 50%
Final Examination : 50%