AI & ML

Simple Explanations for Beginners

Machine Learning

Key aspects

1. Data
2. Feature
3. Model

Types of Machine Learning

1. Supervised Learning

Training a model using labeled data where the outcome is already known

2. Unsupervised Learning

It involves training a model with data that does not have labelled outcome, model tries to find patterns, similarities or groups within the data on its own.

3. Reinforcement Learning

It is about training a model through trial and error where it receives rewards or penalities based on its actions.