There is an acute worldwide shortage of machine learning experts and intense international competition for talent. Machine learning is the highest demand growth tech skillset globally

This Machine Learning Course will take students with no prior experience to a stage where they have the skills to be industry-ready upon graduation.

Machine Learning (ML) is the process of building, and using, predictive models. Artificial Intelligence (AI) is the software that surrounds these predictive models while in use, allowing software applications to become more accurate at predicting outcomes.

 

The qualification will focus on the foundations of machine learning including:

• Types of machine learning algorithms including supervised and unsupervised learning

• Regression and Classification techniques for machine learning applications

• Using existing machine learning libraries to generate predictions

• Constructing and documenting datasets

• Understanding and applying Responsible AI and business ethics to machine learning systems

• Applying and improving deep learning systems

 

Who is this course for?

• School leavers – high school students interested in technology

• University students / Up Skillers – those looking to add to their skillset

• Career changers – those wanting to get into a new industry

 

Course Content:

• Introduction to Machine Learning

• Predicting Unknown Values with Machine Learning Models

• Constructing and documenting datasets

• Responsible AI and Business Ethics

• Introduction to Deep Learning