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

4.9
stars
63,068 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

XG

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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.

YL

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very useful course, especially the last tensorflow assignment. the only reason i gave 4 stars is due to the lack of practice on batchnorm, which i believe is one of the most usefule techniques lately.

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5126 - 5150 of 7,239 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By HAMZA Y

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Oct 21, 2020

Great course!

By Adarsh W

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Oct 19, 2020

Very Helpful.

By Devalin D (

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Oct 18, 2020

Great course!

By ELFAHIM O

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Oct 12, 2020

thanks andrew

By nagadithya a

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Aug 31, 2020

amazinggggggg

By Rita L

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Aug 25, 2020

great course!

By MD A R A

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Aug 18, 2020

Excellent !!!

By Dipu P

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Aug 11, 2020

Excellent one

By Vedant P G

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Aug 7, 2020

The best ever

By Zian Z

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Aug 4, 2020

Great course!

By Darheman D

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Aug 2, 2020

Great course!

By Sarthak m

•

Jul 12, 2020

Great course!

By Ruiwen W

•

Jul 4, 2020

useful course

By Gokulakannan S

•

Jun 20, 2020

Great course.

By Manikant R

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Jun 14, 2020

Great course!

By Sayan H

•

Jun 9, 2020

Gtreat Course

By Ahmad N

•

Jun 2, 2020

Great Course!

By Seyed H Z

•

May 31, 2020

Just Amazing!

By Deleted A

•

May 30, 2020

Great course!

By utsav j

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May 20, 2020

ek no. course

By SHEKKARI A

•

May 1, 2020

Fantastic !!!

By Mohamed R E E

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Apr 20, 2020

It was great!

By Akshay V

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Apr 19, 2020

It was great!

By Paolo A

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Mar 20, 2020

simply great!

By CIndyLYP

•

Mar 9, 2020

难度不大，入门刚刚好，赞！