DevCourseWeb com Udemy Optimizers in Machine Learning and Deep Learning

DevCourseWeb com Udemy Optimizers in Machine Learning and Deep Learning

Name	[ DevCourseWeb.com ] Udemy - Optimizers in Machine Learning and Deep Learning	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.1 GB
Total Files	35
Last Seen	2025-07-18 23:59
Hash	76FE3D38FB169190423408FBAAB0A49D0F206134

/
Get Bonus Downloads Here.url	0.2 KB
/1 - Introduction/
1 - Introduction.mp4	15.1 MB
/.../2 - Stochastic Gradient Descent/
1 - Stochastic Gradient Descent (SGD) - Intro.mp4	38.8 MB
2 - SGD with Mean Squared Error - Gradient derivation.mp4	24.4 MB
3 - SGD - Excel implementation.mp4	45.8 MB
4 - SGD - Validating excel outputs using TensorFlow.mp4	35.3 MB
5 - SGD - Pros and Cons.mp4	30.4 MB
/3 - Momentum/
1 - Momentum - Intro.mp4	7.3 MB
2 - Momentum - Excel implementation.mp4	77.2 MB
3 - Momentum - Validating excel outputs using TensorFlow.mp4	33.3 MB
4 - Momentum - Pros and Cons.mp4	6.0 MB
/4 - NAG/
1 - NAG - Intro.mp4	9.9 MB
2 - NAG - Excel implementation.mp4	69.9 MB
3 - NAG - Validating excel outputs using TensorFlow.mp4	26.6 MB
4 - NAG - Pros and Cons.mp4	8.4 MB
/5 - Adagrad/
1 - Adagrad - Intro.mp4	84.3 MB
2 - Adagrad - Excel implementation.mp4	107.4 MB
3 - Adagrad - Validating excel outputs using TensorFlow.mp4	38.1 MB
4 - Adagrad - Pros and Cons.mp4	13.1 MB
/6 - RMSprop/
1 - RMSprop - Intro.mp4	15.6 MB
2 - RMSprop - Excel implementation.mp4	20.6 MB
3 - RMSprop - Validating excel outputs using TensorFlow.mp4	19.4 MB
4 - RMSprop - Pros and Cons.mp4	5.4 MB
/7 - Adam/
1 - Adam - Intro.mp4	23.1 MB
2 - Adam - Excel implementation.mp4	59.0 MB
3 - Adam - Validating excel outputs using TensorFlow.mp4	30.8 MB
4 - Adam - Pros and Cons.mp4	14.6 MB
/.../8 - Gradient derivation for different loss and activation functions/
1 - Gradient derivation - Intro.mp4	18.0 MB
2 - SGD with Mean Absolute Error.mp4	22.3 MB
3 - SGD with Root Mean Squared Error.mp4	26.3 MB
4 - SGD with ReLu Activation and Mean Absolute Error.mp4	73.6 MB
5 - SGD with Sigmoid Activation and Binary Log loss - Part 1.mp4	81.1 MB
6 - SGD with Sigmoid Activation and Binary Log loss - Part 2.mp4	17.8 MB
7 - Summary of gradients.mp4	3.2 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 35