Certificate in Machine Learning Fundamentals (Lv. 5)

Summary

This Certificate in Machine Learning Fundamentals 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