Data science in Python:

linear models

Master some of the most popular machine learning methods in Python.

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12+ hours of video content

Watch the lessons at your own pace and as many times as you want.

9 coding labs

Guided implementation of the course projects step by step.

Q&A support

Get help when you get stuck, through the Q&A section of each lesson.

Simple yet powerful machine learning models

Linear models offer a straightforward approach to data analysis and prediction, making them easy to understand and implement. Despite their simplicity, they are a powerful tool for extracting valuable insights from data and making accurate predictions. Their widespread use and strong foundation in statistical theory make them a reliable choice for data scientists at any level.

Learn by building

Our main priority is that you develop practical skills and that you are able to apply the concepts you will learn. Therefore, in this course, you will code all the algorithms from scratch, and you will understand them fundamentally.

About the course

Don't love it? Don't pay.

The only way to be sure the course is right for you is from the inside. That is why, if you don't love it within the first 7 days, we'll refund 100% of your money, no questions asked.

Flexible enrollment options

If you really want to bet on yourself, our subscriptions are perfect for you. For a monthly fee (or yearly, with two months free) you can access our full catalog of courses and advance your career goals much faster.

Monthly subscription


Most Flexible

  • Cancel anytime
  • Access to full course catalog*
  • Q&A support

Annual subscription


Best value

  • Two free months
  • Access to full course catalog*
  • Q&A support