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

4.9
stars
63,148 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

HD

Dec 5, 2019

I enjoyed it, it is really helpful, id like to have the oportunity to implement all these deeply in a real example.

the only thing i didn't have completely clear is the barch norm, it is so confuse

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4876 - 4900 of 7,247 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Rajkumar P

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May 27, 2020

Very good course

By HABI M

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May 15, 2020

excellent course

By Mubashar I

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May 7, 2020

great experience

By Fernando J O O

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May 6, 2020

Excellent course

By Ankur J

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May 2, 2020

Great Andrew Ng!

By Tanu s

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May 2, 2020

Great experience

By Abhishek B

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Apr 29, 2020

very informative

By Jim

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Apr 8, 2020

It was very good

By Mukul s

•

Apr 6, 2020

Exceptional.....

By Uday N

•

Mar 31, 2020

Excellent Course

By Ahmad S

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Mar 29, 2020

Great Course (y)

By Santosh M

•

Mar 29, 2020

Excellent course

By Mohan B

•

Feb 29, 2020

very informative

By Deep G

•

Feb 13, 2020

Amazing content!

By Shilong L

•

Jan 5, 2020

best course ever

By Ankur S

•

Dec 30, 2019

Wonderful Course

By keerthi k

•

Dec 15, 2019

excellent course

By Jing-Lun H

•

Dec 14, 2019

Thank you a lot!

By ARUMUGAM M M

•

Nov 24, 2019

Excellent Course

By Abhishek S

•

Nov 5, 2019

Was very helpful

By Sharath K S

•

Oct 30, 2019

Very good course

By YOGESH S

•

Sep 23, 2019

Great Course!!!!

By Tales M

•

Sep 21, 2019

very good course

By Udith D B H

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Sep 10, 2019

The best course.

By yotsawan c

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Sep 1, 2019

highly recommend