Categories and Tasks of Machine Learning
Learn different machine learning paradigms.
We'll cover the following...
In this lesson, we'll look at how the ML process can be classified based on its category and the task that it needs to perform.
Categories of machine learning
There are several ways ML can be categorized. First, there are three types of ML, which can be summarized as follows:
Supervised learning: This is a type of ML where the algorithm is trained on labeled data. Labeled data is data that has been preclassified with the correct output or target value. The goal of supervised learning is to use the labeled data to learn a function that can predict the correct output for new input data.
Unsupervised learning: In unsupervised learning, the algorithm is trained on unlabeled data. The goal of unsupervised ...