Machine learning
The purpose of machine learning is to train models to identify patterns in large datasets, enabling predictions that offer actionable insights
let's begin by understanding the four common types of machine learning models:
Predict a category, like whether a customer will leave.
Predict a numerical value like the price of a product.
Group similar data points into clusters or groups
Predict future numerical values based on time-series data like the expected sales for the coming month.
To choose the right machine learning model, first understand the business problem and available data.