IntermediateTeens & Adults
Intro to AI and Machine Learning
Understand how machine learning actually works — and build your first working models.
What you'll learn
- Explain how a model learns from data
- Prepare and clean a dataset
- Train classification and regression models
- Evaluate a model honestly
- Recognise overfitting and bias
- Know the limits of what ML can do
What the course covers
6 modules · 24 topics, taught in live sessions with your tutor
- Learning from data
- Supervised vs unsupervised
- The training loop
- Where ML fails
Requirements
- Basic Python
- Comfort with secondary-level maths
- Curiosity about data
Description
This course demystifies machine learning without hiding the maths entirely. You build models, see them fail, and learn why — which is far more useful than a tour of algorithms.
Who this course is for
- Developers curious about machine learning
- Analysts wanting to move beyond dashboards
- Students preparing for AI courses
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