Machine Learning 105-2 - R2

R2: Linear Regression(線性回歸)

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Goal: Understand what linear regression is.
Readings
- Linear Regression, wikipedia.
- An Introduction to Gradient Descent and Linear Regression, 2014. (Python)
- Introduction to residuals, Khan Academy.
- Machine Learning課程，李宏毅教授，台大電機，2016.
  - Regression: Case Study pdf, video (2016/09/30)
  - Gradient Descent pdf, video (2016/10/07)
Homework
- Read the provided materials.
- Create a separate web page for this reading assignment. Write the reading page with
  - 1000-2000 words (in Chinese or English), and with
  - a lot of pictures to illustrate the concept of linear regression, including gradient descent
  - at least 3 references found by you for linear regression.
- Submit the web address of your web page to this R2 submission form.

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