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

4.9
stars
63,245 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

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

JS

Apr 4, 2021

Fantastic course and although it guides you through the course (and may feel less challenging to some) it provides all the building blocks for you to latter apply them to your own interesting project.

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5101 - 5125 of 7,261 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Manish N

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Dec 13, 2018

great learning

By ahmed a s

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Nov 26, 2018

Super awesome!

By Yousef E

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Oct 25, 2018

Thank you alot

By Reda O

•

Sep 19, 2018

Great content!

By Yu-Shun M

•

Aug 22, 2018

Good course!!!

By Hemant S

•

Aug 14, 2018

Exceptional !!

By John G

•

Aug 5, 2018

Very practical

By 王华嘉

•

Aug 1, 2018

It‘s great’ ！！

By David C

•

Jul 25, 2018

Indispensible!

By Brian N

•

Jul 10, 2018

Great course!!

By Kalyan K

•

Jul 2, 2018

Simply superb.

By Leon W

•

Jun 24, 2018

Thx, Andrew!!!

By Abhimanyu K

•

May 16, 2018

awesome course

By Nazia P

•

Apr 28, 2018

Awesome course

By Gao Y

•

Feb 25, 2018

Very practical

By Pedro H d O P

•

Feb 3, 2018

Great course!!

By Wuchuan D

•

Jan 6, 2018

Very practical

By donaghy X

•

Nov 29, 2017

很有用，让我很容易就入门了。

By Nikhil G

•

Nov 27, 2017

Just Fantastic

By Mohamed A A

•

Nov 24, 2017

Perfect course

By Ho K L

•

Nov 18, 2017

It helps a lot

By John S

•

Oct 28, 2017

Excellent work

By anuj s

•

Oct 19, 2017

Awesome Course

By Ahmed E S A H

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Oct 15, 2017

Amazing course

By Shubham

•

Sep 26, 2017

Simply awesome