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

4.9
stars
63,305 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

AS

Apr 18, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course

DD

Mar 28, 2020

I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.

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6976 - 7000 of 7,270 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By 吴秀琛

Nov 20, 2019

Learn a lot. Pytorch needed.

By Gianluca S

Aug 10, 2019

No course material available

By Monhanmod K

Mar 17, 2019

some video need more explain

By Ram R

Nov 29, 2017

Good and practical knowledge

By Wei Z

Oct 16, 2017

It is 5 stars if more deeper

By mohammed a a

Oct 1, 2020

the course content was good

By shuieryin

Jan 23, 2018

not very like tensorflow...

By SK I R

Jun 1, 2020

More mathematics expecting

By Wong C H

Mar 3, 2018

Useful but not very unique

By Jonathan D

Feb 10, 2020

Challenging and rewarding

By Clemens T

Sep 26, 2017

Learned lots of new stuff

By Akshat A

Feb 20, 2019

Concepts and intuitions.

By luca s

Nov 7, 2017

Some error in assessment

By Mihir T

Nov 5, 2017

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By Partha S

Apr 22, 2020

Audio could be clearer.

By ashwin m

Jun 30, 2019

Very nice,good learning

By Manuel F M R

Dec 27, 2018

Good job! Thanks a lot.

By Georgios K

Feb 22, 2018

A great course as well.

By ASTRID J V M

May 5, 2022

a Little hard concepts

By Mayuresh p

Jun 22, 2020

Course is really good.

By Aman B

May 28, 2020

Simply Great course!!!

By suraj s

Jun 22, 2019

It was amazing course.

By Anna K W

Aug 15, 2018

homeworks too simple!!

By Wurihan

Mar 5, 2018

有点难懂,不过通过编程练习依然学到很多东西。

By 김진수

Feb 18, 2019

This course was good.