Linear Regression
Total watch time
2h 25m
at 1× speed · exactly 2 hours, 25 minutes, 3 seconds at 1×
| 1× | 2h 25m 3s |
|---|---|
| 1.25× | 1h 56m 2s |
| 1.5× | 1h 36m 42s |
| 1.75× | 1h 22m 53s |
| 2× | 1h 12m 32s |
Plan to finish
About 3 days at an hour a day
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Videos (12)
2h 25m in total · tick what you've watched
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| Watched | ||||
|---|---|---|---|---|
| 1 |
 Linear Regression Part 1 - Introduction
|
5:25 | 2020-03-13 | |
| 2 |
 Linear Regression Part 2 - Intuition
|
20:57 | 2020-03-13 | |
| 3 |
 Linear Regression Part 3 | General Intuition of OLS
|
6:14 | 2020-06-02 | |
| 4 |
 Linear Regression Part 4 | Ordinary Least Squares
|
17:35 | 2020-05-27 | |
| 5 |
 Linear Regression Part 5 | Gradient Descent - Intuition
|
21:03 | 2020-03-13 | |
| 6 |
 Linear Regression Part 6 | Gradient Descent - Finding the Loss function and it's derivative
|
7:02 | 2020-03-13 | |
| 7 |
 Linear Regression Part 7 | Gradient Descent - Learning rate
|
11:40 | 2020-03-13 | |
| 8 |
 Linear Regression Part 8 | Gradient Descent | Multi-variable Gradient Descent
|
12:20 | 2020-03-13 | |
| 9 |
 Linear Regression Part 9 | Code Example
|
5:58 | 2020-06-02 | |
| 10 |
 Linear Regression Part 11 | R2 and Adjusted R2 | Coefficient of Determination
|
12:20 | 2020-06-03 | |
| 11 |
 Linear Regression Part 12 | Polynomial Regression | Intuition and Code Example
|
18:50 | 2020-06-09 | |
| 12 |
 Ridge Regression | Code and Analysis
|
5:39 | 2020-06-13 |
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