Machine learning helps organisations identify patterns, estimate future outcomes and automate selected decisions. Python provides widely used tools for preparing data, training models and evaluating results.
Start with a clear problem
A useful machine learning project begins with a defined business question, suitable data and a measurable success criterion.
Evaluate before deployment
Models should be tested carefully and explained clearly before they are used in real decisions.