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Language:
English
Total Size:
1.0 GB
Info Hash:
76FE3D38FB169190423408FBAAB0A49D0F206134
Added By:
Added:
Sept. 11, 2024, 5:49 p.m.
Stats:
|
(Last updated: Oct. 25, 2026, 4:05 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 bytes |
| ~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4 | 14.4 MB |
| ~Get Your Files Here !/2 - Stochastic Gradient Descent/1 - Stochastic Gradient Descent (SGD) - Intro.mp4 | 37.0 MB |
| ~Get Your Files Here !/2 - Stochastic Gradient Descent/2 - SGD with Mean Squared Error - Gradient derivation.mp4 | 23.2 MB |
| ~Get Your Files Here !/2 - Stochastic Gradient Descent/3 - SGD - Excel implementation.mp4 | 43.7 MB |
| ~Get Your Files Here !/2 - Stochastic Gradient Descent/4 - SGD - Validating excel outputs using TensorFlow.mp4 | 33.6 MB |
| ~Get Your Files Here !/2 - Stochastic Gradient Descent/5 - SGD - Pros and Cons.mp4 | 29.0 MB |
| ~Get Your Files Here !/3 - Momentum/1 - Momentum - Intro.mp4 | 6.9 MB |
| ~Get Your Files Here !/3 - Momentum/2 - Momentum - Excel implementation.mp4 | 73.6 MB |
| ~Get Your Files Here !/3 - Momentum/3 - Momentum - Validating excel outputs using TensorFlow.mp4 | 31.7 MB |
| ~Get Your Files Here !/3 - Momentum/4 - Momentum - Pros and Cons.mp4 | 5.8 MB |
| ~Get Your Files Here !/4 - NAG/1 - NAG - Intro.mp4 | 9.4 MB |
| ~Get Your Files Here !/4 - NAG/2 - NAG - Excel implementation.mp4 | 66.7 MB |
| ~Get Your Files Here !/4 - NAG/3 - NAG - Validating excel outputs using TensorFlow.mp4 | 25.4 MB |
| ~Get Your Files Here !/4 - NAG/4 - NAG - Pros and Cons.mp4 | 8.0 MB |
| ~Get Your Files Here !/5 - Adagrad/1 - Adagrad - Intro.mp4 | 80.4 MB |
| ~Get Your Files Here !/5 - Adagrad/2 - Adagrad - Excel implementation.mp4 | 102.5 MB |
| ~Get Your Files Here !/5 - Adagrad/3 - Adagrad - Validating excel outputs using TensorFlow.mp4 | 36.3 MB |
| ~Get Your Files Here !/5 - Adagrad/4 - Adagrad - Pros and Cons.mp4 | 12.5 MB |
| ~Get Your Files Here !/6 - RMSprop/1 - RMSprop - Intro.mp4 | 14.9 MB |
| ~Get Your Files Here !/6 - RMSprop/2 - RMSprop - Excel implementation.mp4 | 19.7 MB |
| ~Get Your Files Here !/6 - RMSprop/3 - RMSprop - Validating excel outputs using TensorFlow.mp4 | 18.5 MB |
| ~Get Your Files Here !/6 - RMSprop/4 - RMSprop - Pros and Cons.mp4 | 5.2 MB |
| ~Get Your Files Here !/7 - Adam/1 - Adam - Intro.mp4 | 22.0 MB |
| ~Get Your Files Here !/7 - Adam/2 - Adam - Excel implementation.mp4 | 56.3 MB |
| ~Get Your Files Here !/7 - Adam/3 - Adam - Validating excel outputs using TensorFlow.mp4 | 29.4 MB |
| ~Get Your Files Here !/7 - Adam/4 - Adam - Pros and Cons.mp4 | 13.9 MB |
| ~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/1 - Gradient derivation - Intro.mp4 | 17.2 MB |
| ~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/2 - SGD with Mean Absolute Error.mp4 | 21.3 MB |
| ~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/3 - SGD with Root Mean Squared Error.mp4 | 25.1 MB |
| ~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/4 - SGD with ReLu Activation and Mean Absolute Error.mp4 | 70.2 MB |
| ~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/5 - SGD with Sigmoid Activation and Binary Log loss - Part 1.mp4 | 77.4 MB |
| ~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/6 - SGD with Sigmoid Activation and Binary Log loss - Part 2.mp4 | 17.0 MB |
| ~Get Your Files Here !/8 - Gradient derivation for different loss and activation functions/7 - Summary of gradients.mp4 | 3.0 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 bytes |
Name
DL
Uploader
Size
S/L
Added
Name
DL
Uploader
Size
S/L
Added
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1.3 MB
[0
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1]
2023-06-02
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9.3 MB
[0
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2023-06-02
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983.3 KB
[2
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1]
2023-06-01
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868.6 MB
[3
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0]
2023-07-01
NOTE
SOURCE: Optimizers in Machine Learning and Deep Learning DevCourseWeb
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COVER
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