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

4.9
stars
63,254 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

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

NA

Jan 13, 2020

After completion of this course I know which values to look at if my ML model is not performing up to the task. It is a detailed but not too complicated course to understand the parameters used by ML.

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4451 - 4475 of 7,262 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Jihoon K

Oct 2, 2017

Incredibly nice as usual!

By sonyfe25cp

Sep 30, 2017

very nice course! Thanks!

By Christian H

Sep 29, 2017

short but nice overview !

By 卢润坤

Sep 13, 2017

very good, very helpful!

By Diego V

Sep 12, 2017

Great introduction to TF!

By Hemant B

Sep 8, 2017

great course, worth doing

By Jelena M S

Jul 26, 2022

Great and useful course!

By Tuan N

Jul 18, 2022

thank you instructors <3

By Sandeep K

Jan 24, 2022

It was very good course.

By Saeed A

Oct 4, 2021

Thanks for your guidance

By Martin G M

Jul 31, 2020

This Course is excellent

By Alexander J

Jul 10, 2020

Really love this course!

By Aytan K

May 8, 2020

insightful and practical

By Zhipeng L

Apr 28, 2020

Very instructive course!

By Yuqicheng Z

Feb 9, 2020

einfach super, wie immer

By Akshay R

Nov 10, 2019

Also incredibly relevant

By Sourav S

Nov 8, 2019

Thank You for the course

By Julian O G

Jul 3, 2019

Muy completo y didactico

By yasser s

Mar 30, 2019

Thank you! Very helpful!

By Wei L

Jan 15, 2019

Fantastic course design!

By Jefferson R

Nov 5, 2018

Bastante útil y práctico

By Thanga M

Aug 1, 2018

Another excellent course

By Inderjeet S

Jun 13, 2018

Wonderful Explainations.

By Nguyen C T

Feb 12, 2018

It is easy to understand

By GNITOU T

Jan 10, 2018

I REALLY ENJOYED IT !!!!