Course curriculum

    1. Overview

    2. Prerequisites

    3. File to download

    4. Linear Regression

    5. Univariate Linear Regression

    6. Discuss the goal

    7. Visualize Shape of Data

    8. Challenge answer

    9. Visualize plot

    10. Understand the plot

    11. Function that gives the plot

    12. Math functions

    13. Train our model

    14. How it works

    15. Make predictions

    16. Math function

    17. Visualize the function

    18. Terminologies

    19. Evaluate Model

    20. Challenge Problem

    21. Challenge Answer

    1. Recap

    2. Recap continued

    3. Test your Understanding

    4. Challenge answer

    5. Visualize model

    6. Explanation

    7. Training Step Details

    8. Challenge problem

    9. Challenge Answer

    10. Discuss score

    11. Imbalanced Data set

    12. Summary

    13. Congratulations on completing this course!

About this course

  • $295.00
  • 34 lessons
  • 1.5 hours of video content

What others are saying about this course

4 star rating

Balanced discussion and inclusion of ML aspects

Bao Nguyen

I liked the thought put into the explanations, challenges and model discussion in this course. All of these aspects helped me learn the strengths and limitat...

Read More

I liked the thought put into the explanations, challenges and model discussion in this course. All of these aspects helped me learn the strengths and limitations of linear regression in ML

Read Less