[FTUForum com] [UDEMY] Deep Learning Prerequisites Linear Regression in Python [FTU]
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[FTUForum com] [UDEMY] Deep Learning Prerequisites Linear Regression in Python [FTU]
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Torrent File Content (107 files)
[FTUForum.com] [UDEMY] Deep Learning Prerequisites Linear Regression in Python [FTU]
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239 bytes
5. (Discuss.FTUForum.com) FTU Discussion Forum.url -
294 bytes
How you can help Team-FTU.txt -
237 bytes
1. Welcome
1. Welcome.mp4 -
1. Welcome.mp4 -
32 MB
1. Welcome.vtt -
4 KB
2. Introduction and Outline.mp4 -
28.4 MB
2. Introduction and Outline.vtt -
5.3 KB
3. What is machine learning How does linear regression play a role.mp4 -
8.44 MB
3. What is machine learning How does linear regression play a role.vtt -
5.28 KB
4. Introduction to Moore's Law Problem.mp4 -
4.42 MB
4. Introduction to Moore's Law Problem.vtt -
3.39 KB
5. What can linear regression be used for.html -
143 bytes
6. How to Succeed in this Course.mp4 -
3.31 MB
6. How to Succeed in this Course.vtt -
3.49 KB
2. 1-D Linear Regression Theory and Code
1. Define the model in 1-D, derive the solution (Updated Version).mp4 -
1. Define the model in 1-D, derive the solution (Updated Version).mp4 -
19.34 MB
1. Define the model in 1-D, derive the solution (Updated Version).vtt -
14.36 KB
2. Define the model in 1-D, derive the solution.mp4 -
24.67 MB
2. Define the model in 1-D, derive the solution.vtt -
9.58 KB
3. Coding the 1-D solution in Python.mp4 -
14.44 MB
3. Coding the 1-D solution in Python.vtt -
4.86 KB
4. Exercise Theory vs. Code.mp4 -
1.05 MB
4. Exercise Theory vs. Code.vtt -
1.38 KB
5. Determine how good the model is - r-squared.mp4 -
11.31 MB
5. Determine how good the model is - r-squared.vtt -
4.15 KB
6. R-squared in code.mp4 -
4.5 MB
6. R-squared in code.vtt -
1.5 KB
7. Demonstrating Moore's Law in Code.mp4 -
17.5 MB
7. Demonstrating Moore's Law in Code.vtt -
6.17 KB
8. R-squared Quiz 1.mp4 -
2.8 MB
8. R-squared Quiz 1.vtt -
1.96 KB
3. Multiple linear regression and polynomial regression
1. Define the multi-dimensional problem and derive the solution (Updated Version).mp4 -
1. Define the multi-dimensional problem and derive the solution (Updated Version).mp4 -
14.43 MB
1. Define the multi-dimensional problem and derive the solution (Updated Version).vtt -
10.28 KB
2. Define the multi-dimensional problem and derive the solution.mp4 -
36.08 MB
2. Define the multi-dimensional problem and derive the solution.vtt -
11.37 KB
3. How to solve multiple linear regression using only matrices.mp4 -
3.1 MB
3. How to solve multiple linear regression using only matrices.vtt -
1.84 KB
4. Coding the multi-dimensional solution in Python.mp4 -
14.91 MB
4. Coding the multi-dimensional solution in Python.vtt -
4.51 KB
5. Polynomial regression - extending linear regression (with Python code).mp4 -
16.4 MB
5. Polynomial regression - extending linear regression (with Python code).vtt -
4.26 KB
6. Predicting Systolic Blood Pressure from Age and Weight.mp4 -
12.35 MB
6. Predicting Systolic Blood Pressure from Age and Weight.vtt -
4.88 KB
7. R-squared Quiz 2.mp4 -
3.5 MB
7. R-squared Quiz 2.vtt -
2.38 KB
4. Practical machine learning issues
10. The Dummy Variable Trap.mp4 -
10. The Dummy Variable Trap.mp4 -
6.08 MB
10. The Dummy Variable Trap.vtt -
4.85 KB
11. Gradient Descent Tutorial.mp4 -
22.8 MB
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