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

4.9
stars
63,481 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

DD

Mar 29, 2020

I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.

XG

Oct 31, 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.

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5551 - 5575 of 7,283 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Anuradha S

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Oct 22, 2021

Excellent

By Wing C T

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Sep 29, 2021

Very good

By 陆瀚哲

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Aug 13, 2021

Very good

By Yang Y

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Jul 21, 2021

excellent

By Thuận N M

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Jul 3, 2021

excellent

By 杜广浩

•

Apr 20, 2021

希望翻译能更进一步

By Ricardo F

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Apr 16, 2021

Excelent!

By Rodrigo M

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Mar 30, 2021

Excelente

By 胡郢浩

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Mar 10, 2021

very good

By Justin O

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Jan 27, 2021

Fantastic

By Eduardo T

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Nov 12, 2020

Muy bien!

By Cristian C

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Sep 24, 2020

Excellent

By M. H A P

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Sep 22, 2020

Excellent

By SWAPNA R P

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Sep 11, 2020

excellent

By Giovany G

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Aug 14, 2020

Excellent

By Sagar L

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Aug 13, 2020

Excellent

By Carlos

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Jul 22, 2020

Fantastic

By David K

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Jul 18, 2020

Loved it!

By akula k

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Jun 28, 2020

excellent

By Pragati P

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Jun 27, 2020

Excellent

By Sangitha P

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Jun 19, 2020

Excellent

By jiangzhen

•

Jun 16, 2020

so great!

By FuWuJia

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Jun 16, 2020

very good

By Pritam R

•

Jun 10, 2020

Pure Gold