Artificial Intelligence

Machine Learning Demystified

The ideas behind the magic

Written and taught by Dr Aisha Khan

Machine Learning Researcher

Understand training, models and predictions well enough to hold your own in any technical meeting.

What this course covers

• Training data, features and labels explained
• How a model learns, shown step by step
• Overfitting and why models fail in the real world
• Classification, regression and clustering
• Reading model results without being fooled

About the author

Dr Aisha Khan

Machine Learning Researcher

Aisha makes the maths optional. She explains how models really behave, where they fail, and how to use them responsibly.

Expertise

Machine learningAI safetyModel evaluationData ethics

Experience

PhD in machine learning plus 9 years applying models in healthcare and public sector projects.

Who it is for

Managers, analysts and self taught developers.