AI & Machine Learning Essentials
Understand modern AI, work with data and build responsible introductory machine-learning projects.
01 About this course
What you will learn
A grounded introduction to AI for learners who want to move beyond buzzwords and understand how useful models are designed and evaluated.
02 Course syllabus
Clear modules.
One practical outcome.
Work through the programme in a logical order and apply each topic through practical exercises.
01AI foundations+
Learn the essential concepts, follow guided examples and complete a practical exercise before moving on.
02Python for data+
Learn the essential concepts, follow guided examples and complete a practical exercise before moving on.
03Machine-learning workflow+
Learn the essential concepts, follow guided examples and complete a practical exercise before moving on.
04Model evaluation+
Learn the essential concepts, follow guided examples and complete a practical exercise before moving on.
05Responsible AI+
Learn the essential concepts, follow guided examples and complete a practical exercise before moving on.
06Applied final project+
Learn the essential concepts, follow guided examples and complete a practical exercise before moving on.
03 Learning outcomes
By the end of this course, you will be able to:
- 01Explain key AI concepts
- 02Prepare data for modelling
- 03Evaluate basic models
- 04Present a responsible AI project