Machine Learning Pipeline
This lesson will focus on the process of training machine learning models.
We'll cover the following...
In the last lesson, we talked about why we need machine learning models. This leads us to our first model, which is a decision tree. But before we dive into the details of decision trees, we need to look at the training process of these models.
Training process
To use a machine learning model, we go through the following different stages:
- Data collection
- Data preprocessing
- Feature engineering
- Selecting the model