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

4.9
stars
63,251 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

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

AB

Aug 26, 2021

Amazing course which focus on the theoretical part of parameters tuning, but it needs more explanation of Tensorflow, as I felt a little lost in the last project. Except that, it is an amazing course.

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5926 - 5950 of 7,262 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By 1172陳耑任

Mar 10, 2022

good

By Khôi N N N

Jan 11, 2022

Good

By 张浩然

Sep 5, 2021

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Aug 14, 2021

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By 322_PRADIPTA C

Aug 7, 2021

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By 谭博予

Jul 7, 2021

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By 刘铭

Jun 28, 2021

good

By Aniruddha B

Apr 22, 2021

Nice

By GC L

Feb 18, 2021

good

By Ibadurrahman

Dec 17, 2020

nice

By Ivri K

Dec 11, 2020

nice

By Gulnara A

Oct 15, 2020

Best

By Atrayee C

Sep 30, 2020

good

By Souvik P

Sep 29, 2020

good

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Sep 27, 2020

good

By Pradeep

Sep 19, 2020

good

By Nitesh N

Sep 11, 2020

cool

By Sumera H

Sep 1, 2020

good

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Aug 24, 2020

good

By Muhammad T S

Aug 22, 2020

Nice

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Aug 1, 2020

Nice

By RAGHUVEER S D

Jul 25, 2020

good

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Jul 14, 2020

good

By Chathura S

Jul 3, 2020

good

By BALAJI.V

Jun 28, 2020

Good