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

4.9
stars
62,857 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 neural network in TensorFlow. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Top reviews

HD

Dec 5, 2019

I enjoyed it, it is really helpful, id like to have the oportunity to implement all these deeply in a real example.

the only thing i didn't have completely clear is the barch norm, it is so confuse

XG

Oct 30, 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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5776 - 5800 of 7,218 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Tanishka M

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Apr 11, 2021

Great!

By PRASAD D

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Sep 2, 2020

Thanks

By Mahin

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Jul 31, 2020

Superb

By Dave L

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Jul 10, 2020

good !

By Adilson J J C

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May 20, 2020

THAMKS

By Mohamed Z K

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Apr 26, 2020

Thanks

By Daniel B

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Apr 22, 2020

Lovely

By Mohammad J P

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Mar 27, 2020

Great!

By Shawn B

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Mar 24, 2020

great!

By Abdelrahman R

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Feb 1, 2020

Thanks

By Bhanuka D

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Jan 6, 2020

great!

By Zheng H

•

Aug 26, 2019

Good!!

By Mohamed E E D

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Aug 10, 2019

thanks

By Shilpi G

•

Jun 3, 2019

......

By Olawunmi G

•

May 24, 2019

Great!

By JerryPeng

•

Apr 9, 2019

great！

By Sergio L M

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Mar 28, 2019

Great!

By 謝秉勳

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Mar 16, 2019

great!

By Md. A K

•

Mar 10, 2019

Awsome

By EL-KADDOURY M

•

Dec 2, 2018

thanks

By yangsen

•

Nov 10, 2018

非常好的课程

By Wendi Z

•

Oct 21, 2018

非常棒的课程

By 王子林

•

Oct 12, 2018

素晴らしい！

By Jiang

•

Sep 21, 2018

课程很清晰~

By 冯申翔

•

Aug 26, 2018

非常好的课程