Lesson 1 of 8Article15 minFREE
Introduction to Machine Learning
Machine learning builds models that learn patterns from data and make predictions or decisions without hand-written rules for every case.
What machine learning does
Machine learning builds models that learn patterns from data and make predictions or decisions without hand-written rules for every case.
- Supervised learning: labeled examples.
- Unsupervised learning: discover hidden structure.
- Reinforcement learning: learn via rewards.
Typical ML workflow
- Frame problem and metric.
- Collect and clean data.
- Train baseline model.
- Evaluate, iterate, and deploy.