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

4.9
stars
63,510 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

BT

Oct 19, 2017

loved it. the structure of the course, the assignments, tutorials were great!particularly, the tensorflow tutorial was a hit!!Cheers to Andrew who made it look much easier that I thought it would be!

RR

Jun 12, 2020

Could have increased assignments and some more indepth knowledge of tensorflow and proper installation way of tensorflow cause mine is showing error when iam trying to practice as shown in the video

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5826 - 5850 of 7,287 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

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

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Aug 26, 2019

Good!!

By Mohamed E E D

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Aug 10, 2019

thanks

By Shilpi G

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Jun 3, 2019

......

By Ola G

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May 24, 2019

Great!

By JerryPeng

•

Apr 9, 2019

great！

By Sergio L M

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Mar 28, 2019

Great!

By 謝秉勲

•

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

By 潘晓春

•

Aug 2, 2018

非常好的课程

By Artem M

•

Jul 20, 2018

Great!

By Wentao H

•

Jul 4, 2018

great!

By Liu F

•

Jul 4, 2018

课程太好了！

By Zlyyuan

•

Jun 27, 2018

Super！