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

4.9
stars
63,237 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

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.

AM

Oct 8, 2019

I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation

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5276 - 5300 of 7,260 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Wasim A

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Feb 22, 2020

Great Work!!

By Jarat M

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Feb 13, 2020

just amazing

By Osama B

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Feb 11, 2020

Great Course

By Ranjeet R

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Jan 8, 2020

very helpful

By Yizhe Z

•

Dec 23, 2019

Very helpful

By Cristian A

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Nov 1, 2019

It is great!

By Pablo M P

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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！

By Shravan M

•

Jan 17, 2019

Thank You!!!

By David

•

Jan 15, 2019

Very Useful!