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In this course, you will learn everything there is to know about Simple Linear Regression and see it in action on a dataset as well.

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Unlimited Duration

Last Updated

August 9, 2021

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Simple Linear Regression, one of the most basic and simple Machine Learning algorithms that you will encounter during your ML journey, is a must in your ML algorithms toolbox. It is a regression algorithm that assigns a continuous value to your features using a formula applied on your training data.   You will be learning everything you need to know regarding Simple Linear Regression including seeing it in action on a real-world dataset as well. There will be quizzes and assignments along the way to reinforce your learning as well. Let’s go over the various sections in this course:  
  • Introduction to Simple Linear Regression
  • Math Behind Simple Linear Regression
  • Implementing Simple Linear Regression in Python from Scratch
  • Simple Linear Regression in Scikit-Learn
  • Practical Use Cases
  • Building a UI
  • Conclusion
  • Take-home Assignment for you

Course Curriculum

    • Building the UI Unlimited
    • Quiz 5 00:05:00

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