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[ FreeCourseWeb com ] Udemy - Everything about linear regression
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1. Introduction
1. Introduction-en_US.srt
1. Introduction.mp4
2. Linear Regression
1. What is linear regression-en_US.srt
1. What is linear regression.mp4
10. Gradient Descent Code-en_US.srt
10. Gradient Descent Code.mp4
2. More about linear regression-en_US.srt
2. More about linear regression.mp4
3. Linear Regression Concepts-en_US.srt
3. Linear Regression Concepts.mp4
4. Error Function-en_US.srt
4. Error Function.mp4
5. Cost Function-en_US.srt
5. Cost Function.mp4
6. What is Gradient Descent-en_US.srt
6. What is Gradient Descent.mp4
7. Learning Rate-en_US.srt
7. Learning Rate.mp4
8. Types of Gradient Descent-en_US.srt
8. Types of Gradient Descent.mp4
9. Deriving the update rule-en_US.srt
9. Deriving the update rule.mp4
3. Project - USA Housing Price Prediction
1. External URLs.txt
1. Introduction to project-en_US.srt
1. Introduction to project.mp4
10. R2 Score-en_US.srt
10. R2 Score.mp4
11. Evaluate Function-en_US.srt
11. Evaluate Function.mp4
12. Normalising Data-en_US.srt
12. Normalising Data.mp4
13. Linear Regression-en_US.srt
13. Linear Regression.mp4
14. Prediction-en_US.srt
14. Prediction.mp4
15. Final Output-en_US.srt
15. Final Output.mp4
2. Coding Environment setup-en_US.srt
2. Coding Environment setup.mp4
3. Importing Libraries-en_US.srt
3. Importing Libraries.mp4
4. Importing Data-en_US.srt
4. Importing Data.mp4
5. Visualising data-en_US.srt
5. Visualising data.mp4
6. Creating Arrays-en_US.srt
6. Creating Arrays.mp4
7. Creating Training and Testing Data-en_US.srt
7. Creating Training and Testing Data.mp4
8. Cross Val score-en_US.srt
8. Cross Val score.mp4
9. Defining mean squared error-en_US.srt
9. Defining mean squared error.mp4
4. Conclusion
1. Thank you-en_US.srt
1. Thank you.mp4
Bonus Resources.txt
Torrent description
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