7.1 What is Machine Learning?
Machine Learning (ML) is a branch of Artificial Intelligence where a computer learns patterns from data instead of being given explicit step-by-step rules. Rather than a programmer writing every instruction, the system improves automatically as it sees more examples.
For example, a mobile money service in Ethiopia can learn to flag suspicious transactions by studying thousands of past transactions, without anyone writing a fixed rule for every fraud trick.
Scenario
Your team must sort customer support emails into 'complaint' or 'question'. You have 50,000 already-labelled past emails. Which approach fits ML best?
Check your understanding
1/4 · 40 XPWhat mainly distinguishes machine learning from traditional programming?