Everything you need to know about Simple Linear Regression

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