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

4.9
stars
63,378 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.

XG

Oct 30, 2017

Thank you Andrew!! I know start to use Tensorflow, however, this tool is not well for a research goal. Maybe, pytorch could be considered in the future!! And let us know how to use pytorch in Windows.

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4676 - 4700 of 7,273 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By LI H

Aug 21, 2017

Fantastic as always!

By Zexi H

Aug 19, 2017

Awesome assignments!

By Inna U P

May 22, 2024

Clear and efficient

By cornell

Dec 15, 2021

GREAT COURSE in DL

By Bengt H

Apr 11, 2021

Finally Tensorflow!

By Athansios B - S

Mar 14, 2021

Really good course!

By Alperen B O

Dec 17, 2020

andrew ng thank you

By Cesar O

Oct 19, 2020

Very good as always

By Huy Đ N H

Oct 11, 2020

best teacher ever !

By Javokhir R

Sep 11, 2020

Amazing experience!

By Asmaa N

Aug 26, 2020

just amazing course

By Chengyuan S

Aug 19, 2020

Andrew is a god !!!

By Raghav G

Jul 13, 2020

A very good course.

By RAGHU B 1

Jun 25, 2020

Highly informative!

By Santiago C V

Jun 3, 2020

Simplemente Senial.

By Chinthaka R

May 26, 2020

Thank you Mr.Andrew

By Dhruv P

Mar 22, 2020

WOW, Vet insightful

By Wajeeh U H

Feb 25, 2020

I love NG's courses

By Zhiyong Z

Feb 20, 2020

As great as always!

By Chin H L

Feb 10, 2020

Andrew is the best.

By Dweep J

Feb 4, 2020

Very well taught!!!

By Devashish P

Nov 3, 2019

Amazing course.....

By Samart M

Aug 10, 2019

Excellent as always

By 邓云甫

May 22, 2019

It feels guuuuuuuud

By Dhananjaya N (

May 2, 2019

Enjoyed this course