COURSE

Linear Regression for Machine Learning

Learn how to use the linear regression machine learning model

In this course, you will learn how to use the linear regression machine learning model, and in which cases it's most effective.By the end of this course, you'll be able to:

  • Make predictions using the linear regression machine learning model.
  • Select, clean, and transform features.
  • Apply two different ways of fitting a linear regression model.
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Course Info:

Linear Regression for Machine Learning

Intermediate

The average completion time for this course is 10-hours.

This course requires a premium subscription and includes five missions and one guided project.  It is the 21st course in the Data Scientist in Python path.

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Learn Linear Regression for Machine Learning

The Linear Regression Model

Learn how to use linear regression for machine learning.

Feature Selection

Learn how to select features for linear regression.

Gradient Descent

Learn how to fit a model using gradient descent.

Ordinary Least Squares

Learn how to fit a model using OLS.

Processing and Transforming Features

Learn how to clean and prepare features for linear regression.

Predicting House Sale Prices

Practice building and improving linear regression models.