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

4.9
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63,380 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

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.

DD

Mar 29, 2020

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

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By Juan J H ?

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Jun 4, 2020

excellent

By Свиридов И А

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May 20, 2020

Loved it!

By Debasish D

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May 15, 2020

Excellent

By Buddhima C

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May 14, 2020

excellent

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May 11, 2020

excellent

By Hector G

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May 3, 2020

excelent!

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May 3, 2020

very good

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May 3, 2020

very good

By Solayman H E

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May 2, 2020

Very Good

By Douba J

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May 2, 2020

Très bien

By Agustin S

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Apr 23, 2020

Andrew <3

By Patil B

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Apr 7, 2020

very nice

By Ehsan M

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Apr 6, 2020

fantastic

By Rafael

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Mar 28, 2020

Muito bom

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Mar 23, 2020

Wonderful

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Mar 23, 2020

very good

By qiaojiaxin

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Mar 20, 2020

nice work

By logichen

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Mar 3, 2020

Nice job!

By Ratan S M

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Feb 9, 2020

excellent

By Chi X

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Jan 22, 2020

Very good

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Jan 20, 2020

excellent

By ayanava d

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Jan 16, 2020

very good

By Aditya A J

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Jan 13, 2020

Thank you

By Ashish G

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Jan 8, 2020

excellent

By Bình N N

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Jan 5, 2020

very nice