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Learner Reviews & Feedback for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization by DeepLearning.AI

4.9
stars
63,257 ratings

About the Course

In the second course of the Deep Learning Specialization, you will open the deep learning black box to understand the processes that drive
performance and generate good results systematically. By the end, you will learn the best practices to train and develop test sets and analyze
bias/variance for building deep learning applications; be able to use standard neural network techniques such as initialization, L2 and dropout
regularization, hyperparameter tuning, batch normalization, and gradient checking; implement and apply a variety of optimization algorithms,
such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence; and implement a ne...
...

Top reviews

JS

Apr 4, 2021

Fantastic course and although it guides you through the course (and may feel less challenging to some) it provides all the building blocks for you to latter apply them to your own interesting project.

CM

Dec 23, 2017

Exceptional Course, the Hyper parameters explanations are excellent every tip and advice provided help me so much to build better models, I also really liked the introduction of Tensor Flow

Thanks.

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5276 - 5300 of 7,262 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Juan M C T

Apr 12, 2020

Great course

By Jorge E V H

Mar 17, 2020

Excelente!!!

By Wasim A

Feb 22, 2020

Great Work!!

By Jarat M

Feb 13, 2020

just amazing

By Osama B

Feb 11, 2020

Great Course

By Ranjeet R

Jan 8, 2020

very helpful

By Yizhe Z

Dec 23, 2019

Very helpful

By Cristian A

Nov 1, 2019

It is great!

By Pablo M P

Jul 28, 2019

Very useful!

By Đức T N

Jul 14, 2019

Super useful

By KALPAM S

Jul 13, 2019

great course

By Hang S

Jul 4, 2019

Good course!

By Timur B

Jul 1, 2019

Great class!

By Hins Y

Jun 29, 2019

Recommend!!!

By JIALIU Z

Jun 3, 2019

good course!

By Himanshu S

May 18, 2019

Great Course

By Illia K

May 17, 2019

very useful!

By 郑笙桦

Apr 14, 2019

Means a lot.

By Haoqiu W

Mar 31, 2019

nice teacher

By Anchal S

Mar 17, 2019

Geate Course

By Almir I

Mar 9, 2019

Great course

By 任华琛

Feb 1, 2019

very helpful

By Deleted A

Jan 27, 2019

Great course

By RAMA R R

Jan 27, 2019

Great Course

By Kaiqiang W

Jan 26, 2019

Pretty Good!