Chevron Left
Back to Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

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

4.9
stars
63,395 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

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.

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

Filter by:

5476 - 5500 of 7,273 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By 龚子轩

Jun 13, 2019

EXcellent!

By Dylan S

Apr 19, 2019

Excellent!

By Марчевский В Д

Apr 19, 2019

Very well!

By Wenhui T

Apr 9, 2019

Very nice.

By 최진혁

Mar 11, 2019

very good!

By Hyeon S J

Mar 5, 2019

Very Nice!

By 荣灿

Feb 27, 2019

excellent!

By Gregory R G J

Feb 9, 2019

Thumbs Up!

By Arun R

Feb 5, 2019

Very good.

By Haris M

Jan 25, 2019

Pure Gold!

By Sameerkumar_Ramakameshwara v

Jan 15, 2019

Oustanding

By LeslieJ

Dec 10, 2018

thanks all

By Laurence C

Nov 23, 2018

Excellent!

By Tejas S S

Nov 7, 2018

Wonderful!

By mvpzhao

Nov 6, 2018

very good.

By Pawel B

Nov 1, 2018

thanksssss

By Kyle Z

Oct 9, 2018

g

r

e

a

t

h

e

l

p

!

By Satyam S

Sep 25, 2018

Excellent!

By Jonathan

Sep 15, 2018

很有用,讲解也很到位

By Matthew R B

Sep 11, 2018

Excellent.

By wangshunji

Sep 10, 2018

very good!

By Abdullah E D

Sep 8, 2018

thats good

By 刘锡明

Sep 3, 2018

very good!

By Thomas G

Sep 2, 2018

Excellent!

By kevin E

Aug 26, 2018

Pure Gold.