Videos to watch on 9/5/2023 - 9/12/2023:
- Linear Regression - Part 1: Univariate Linear Regression 1 (~13min)
- Linear Regression - Part 2: Univariate Linear Regression 2 (~22min)
- Linear Regression - Part 3: Univariate Linear Regression 3 (~15min)
- Linear Regression - Part 4: Univariate Linear Regression 4 (~26min)
- Linear Regression - Part 5: Multivariate Linear Regression 1 (~29min)
- Linear Regression - Part 6: Multivariate Linear Regression 2 (~28min)
  CORRECTION: On page 15, when calculating the PLS estimate of $LaTeX: \beta$ , the dimension of and the identity matrix should be $LaTeX: p\times p$ , where .
  - Linear Regression - Part 7: Feature Scaling (~23min)
    
    CORRECTION: On page 18, in the figure for the contours of cost function J, the x axis should be $LaTeX: \beta_1$ and the y axis should be $β_{2}$ .
    - Linear Regression - Part 8: Debugging Gradient Descent (~11min)