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

4.9
stars
63,443 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 19, 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

XG

Oct 31, 2017

Thank you Andrew!! I know start to use Tensorflow, however, this tool is not well for a research goal. Maybe, pytorch could be considered in the future!! And let us know how to use pytorch in Windows.

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5026 - 5050 of 7,279 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By 程方明

Jun 24, 2018

正常时间刷完,调参侠又进一步了

By Kuei P H

Jun 22, 2018

太多技法,感謝Andrew老師

By Swastik M

Jun 18, 2018

Awesome content

By Alessandro M

Jun 15, 2018

Simply amazing!

By Michael M

Jun 15, 2018

Awesome course.

By Azamat K

May 30, 2018

It was perfect.

By Zheng T

May 24, 2018

有时课件中有些小错误,也能理解

By Shalini H

May 17, 2018

Awesome course

By Mohamed D

Apr 24, 2018

Merci Beaucoup!

By biqiang

Apr 24, 2018

宝贵的超参数调试经验,谢谢分享

By Marco D V

Mar 31, 2018

Amazing course!

By Francisco J A

Mar 26, 2018

Simply awesome!

By AG

Mar 13, 2018

Amazing Course!

By Roman I

Feb 6, 2018

Awesome course.

By Thiago B

Jan 28, 2018

Perfect course!

By Aniket P

Dec 25, 2017

Great course!!!

By Jurgen R

Dec 22, 2017

Awesome course!

By Andrii L

Dec 12, 2017

Awesome course!

By Jeff X

Dec 7, 2017

终于学懂了!多谢Andrew!

By Ruoying X

Nov 19, 2017

Very intuitive!

By lixiang

Nov 17, 2017

very wonderful!

By SWARUP K G

Nov 16, 2017

A great course.

By Christina Y

Nov 15, 2017

Awesome course!

By Juan D

Nov 13, 2017

Excelente curso

By Stoyan A

Nov 1, 2017

Great material.