Back to Machine Learning

Supervised Learning

Learning from labeled data with regression and classification algorithms.

10 days

Topics in this Chapter

1

Linear Regression

Predicting a continuous value by fitting a line to the data.

2

Logistic Regression

A powerful algorithm for binary classification problems.

3

Decision Trees

An intuitive model that makes predictions based on a series of questions.

4

K-Nearest Neighbors (k-NN)

A simple algorithm that classifies based on the 'majority vote' of its neighbors.

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