Machine learning is how computers learn from data, and it's one of the most valuable skills in tech. This course covers the essential algorithms — regression, classification, clustering — using Python's ML libraries, and takes you through training and evaluating real models. Practical and focused, it gets you genuinely building ML.
AI and machine learning are reshaping every industry, and people who can actually build and train models are among the most sought-after in tech. This 6-week Machine Learning programme takes you from the basics to being genuinely useful.
You will work with Python’s ML libraries and prepare and explore real datasets, guided by an instructor who has done this work professionally.
You finish with practical work you can show an employer, not just a certificate.
By the end
What you’ll be able to do
✓Prepare and explore real datasets
✓Train and evaluate machine-learning models
✓Work with Python’s ML libraries
✓Build a small AI project end to end
Syllabus
How the course flows
1
Python & Maths for AI
Week 1
The Python, statistics and linear-algebra basics ML runs on.
2
Working with Data
Week 2
Loading, cleaning and exploring datasets that models can learn from.
3
Core ML Algorithms
Week 3
Regression, classification and clustering — how models actually learn.
4
Model Training & Evaluation
Week 4
Training, testing and measuring whether a model is any good.
5
AI Project
Weeks 5–6
A complete build, from raw data to a working, evaluated model.