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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.
FREE
Course Access
Unlimited Duration
Last Updated
August 9, 2021
Students Enrolled
8
Total Reviews
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Certification
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
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- Introduction to Simple Linear Regression FREE Unlimited
- Quiz 2 00:05:00
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- Math Behind Simple Linear Regression FREE Unlimited
- Quiz 2 00:05:00
- Implementing Simple Linear Regression from Scratch FREE Unlimited
- Quiz 3 00:05:00
- Practical Use Cases of Simple Linear Regression FREE Unlimited
- Take home assigment FREE Unlimited
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