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

4.9
stars
63,296 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

DD

Mar 29, 2020

I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.

AM

Oct 9, 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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5126 - 5150 of 7,270 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Ho K L

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Nov 19, 2017

It helps a lot

By John S

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Oct 29, 2017

Excellent work

By anuj s

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Oct 19, 2017

Awesome Course

By Ahmed E S A H

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Oct 15, 2017

Amazing course

By Shubham

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Sep 26, 2017

Simply awesome

By Cristian E M V

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Sep 23, 2017

A good curse!!

By Keith M

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Sep 21, 2017

Always Great!!

By Dave P

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Sep 16, 2017

Great insights

By R.Athindran

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Sep 7, 2017

Useful course.

By Ryan L

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Aug 25, 2017

great course o

By Ilya J

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Feb 12, 2023

very helpfull

By yanzheng x

•

Jul 10, 2022

Great course!

By Larsen C

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Oct 26, 2021

Great course!

By Ramazan Ö Ç

•

Oct 23, 2021

it is awesome

By snigdha m

•

Feb 5, 2021

Nice learning

By Dimitris K

•

Dec 28, 2020

Great course.

By Leon M W

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Dec 23, 2020

great course!

By Harsh S

•

Nov 18, 2020

great courses

By Thomas F

•

Nov 9, 2020

Great course!

By HAMZA Y

•

Oct 22, 2020

Great course!

By Adarsh W

•

Oct 19, 2020

Very Helpful.

By Devalin D (

•

Oct 18, 2020

Great course!

By ELFAHIM O

•

Oct 12, 2020

thanks andrew

By nagadithya a

•

Aug 31, 2020

amazinggggggg

By Rita L

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Aug 25, 2020

great course!