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

4.9
stars
63,291 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

DD

Mar 28, 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.

AS

Apr 18, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course

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4501 - 4525 of 7,270 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Apurv T

Aug 26, 2020

Very informative course

By Rajesh P

Aug 19, 2020

Very helpful course !!!

By Ashish B

Aug 16, 2020

Thanks a lot coursera!!

By Behzad M

Jul 21, 2020

This course is AWESOME!

By Sarvajeet H (

Jun 29, 2020

Andrew N.G. is the best

By Francis O

May 31, 2020

This is a great course!

By MOURAD B

May 12, 2020

it's a good explanation

By Prem k

May 8, 2020

learned a lot of things

By Shankar M

May 4, 2020

Andrew Rocks as always!

By Swapneel P

Apr 30, 2020

Well taught! Thank you!

By Geo T

Apr 21, 2020

Excellent. Great Thanks

By Paul M

Apr 16, 2020

Excellent, thank you !!

By Jun

Feb 2, 2020

very clear explaination

By Indrajit G

Dec 13, 2019

Great course Andrew Sir

By Ziyad S

Oct 8, 2019

very theoritic and easy

By Junqi L

Jun 21, 2019

Nice Course! I love it!

By Jayesh R V

Jun 6, 2019

Very clear and precise.

By Federico A G C

Mar 30, 2019

Fantastic in every way!

By Gabriel L

Mar 29, 2019

another fantastic entry

By Yehua Y

Mar 5, 2019

perfect lessons, thanks

By Anurag V

Mar 3, 2019

Andrew NG is awesome...

By Erick A

Feb 16, 2019

Great, really enjoy it.

By Onur A

Jan 22, 2019

Very instructive course

By 冯箫

Jan 14, 2019

非常好的课程,对我未来的研究和学习帮助很大!!

By Thais C P

Sep 10, 2018

Complex, but excellent.