Machine Learning

Learning Outcomes

Subject Specific Intellectual and Research Skills

Having successfully completed this module you will be able to:

• Contrast the statistical modelling and machine learning approaches for the analysis of data;
• Choose, compare and use appropriate machine learning techniques to address specific prediction/classification problems;
• Assess the uncertainty associated to a given machine learning application using appropriate statistical measures;

Knowledge and Understanding

Having successfully completed this module, you will be able to demonstrate knowledge and understanding of:

• A broad set of machine learning techniques and their use in practice.

Transferable and Generic Skills

Having successfully completed this module you will be able to:

• Communicate the results of machine learning applications to specialized and non-specialized audiences.

Summative

This is how we’ll formally assess what you have learned in this module.

Referral

This is how we’ll assess you if you don’t meet the criteria to pass this module.