Data & AIIntermediate

AI & Machine Learning Essentials

Understand modern AI, work with data and build responsible introductory machine-learning projects.

Duration12 weeksCourse content6 modulesLearning formatFlexible learning
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.

✓ Guided lessons✓ Practical exercises✓ Tutor support✓ Portfolio project
02 Course syllabus

Six clear modules.
One practical outcome.

Work through the course in a logical order. Each module builds your understanding before you apply it in your final project.

01AI foundations

Learn the essential concepts, follow guided examples and complete a practical exercise before moving to the next module.

02Python for data

Learn the essential concepts, follow guided examples and complete a practical exercise before moving to the next module.

03Machine-learning workflow

Learn the essential concepts, follow guided examples and complete a practical exercise before moving to the next module.

04Model evaluation

Learn the essential concepts, follow guided examples and complete a practical exercise before moving to the next module.

05Responsible AI

Learn the essential concepts, follow guided examples and complete a practical exercise before moving to the next module.

06Applied final project

Learn the essential concepts, follow guided examples and complete a practical exercise before moving to the next module.

03 Learning outcomes

By the end of this course, you will be able to:

  1. 01Explain key AI concepts
  2. 02Prepare data for modelling
  3. 03Evaluate basic models
  4. 04Present a responsible AI project

Next cohort

Ready to start learning?

Ask the Academy about upcoming dates, learning options and whether this course is the right starting point for your goals.

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