Skip to main content
Machine Learning in Python

Regression Analysis in Python

Python can be harnessed to make powerful machine learning algorithms. In this course, you will create an algorithm that uses linear regression analysis to predict future numeric values.

Advanced        11 Lessons        180 Minutes        CPD Credits
Start Today

About This Course

Use the data you have in the present to tell stories about the future. In this course, you will explore the concept of linear regression analysis and its utility as a predictive model.

You will examine how linear regression analysis makes predictions. You will learn how to train a linear regression model and evaluate it for optimal performance. You will also validate the results of your regression analysis.

By the end of this course, you will have a powerful tool that empowers you to make accurate predictions of future numeric values.

Start Today

Learning Outcomes

  • Understand the applications of linear regression
  • Understand how linear regression makes predictions
  • Train and evaluate a linear regression model
  • Evaluate the model’s performance
  • Validate regression model results


1. Course Introduction
2. Visualizing Linear Regression
3. Regression as a Function
4. The Loss Function
5. Minimizing the Loss Function
6. Creating Dummy Variables

Read More

7. Exploring Variable Relationships
8. Checking for Linear Relationships
9. Regression with SciKitLearn
10. Inspecting the Distribution of the Errors
11. Inspecting the Consistency of the Errors
Learning Certificates

Showcase Your Skills

Each time you complete a course exam, you earn a certificate that demonstrates your proficiency in that subject matter. We are proud to be able to say that Kubicle certificates are recognized by the most respected employers from around the world.

When you earn internationally-recognized certificates, you increase confidence. And when you enhance your ability, speed and accuracy, you increase your employability.

What Our Students Say

We don’t aim to satisfy, we aim to delight

Become A Data Citizen

Ready yourself for the rapidly changing world