Introduction to Machine Learning for Analytics and Product Managers
1. Introduction
- What is machine learning
- Predicting the price of a car
- Supervised machine learning
2. Processes and roles
- Spam prediction
- CRISP-DM – a methodology for machine learning projects
- Roles in the team
3. Model evaluation
- Accuracy
- Precision
- Recall