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

4.9
stars
63,243 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

AM

Oct 8, 2019

I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation

AB

Aug 26, 2021

Amazing course which focus on the theoretical part of parameters tuning, but it needs more explanation of Tensorflow, as I felt a little lost in the last project. Except that, it is an amazing course.

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5551 - 5575 of 7,261 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By 胡郢浩

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Mar 10, 2021

very good

By Justin O

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Jan 26, 2021

Fantastic

By Eduardo T

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Nov 11, 2020

Muy bien!

By Cristian C

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Sep 23, 2020

Excellent

By M. H A P

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Sep 21, 2020

Excellent

By SWAPNA R P

•

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 21, 2020

Fantastic

By David K

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Jul 17, 2020

Loved it!

By akula k

•

Jun 28, 2020

excellent

By Pragati P

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Jun 26, 2020

Excellent

By Sangitha P

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Jun 19, 2020

Excellent

By jiangzhen

•

Jun 16, 2020

so great!

By FuWuJia

•

Jun 15, 2020

very good

By Pritam R

•

Jun 9, 2020

Pure Gold

By SIVA K C

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Jun 8, 2020

Excellent

By Sauvik

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Jun 6, 2020

Excellent

By Kamlesh C

•

Jun 4, 2020

Thank you

By Juan J H Á

•

Jun 4, 2020

excellent

By Свиридов И А

•

May 19, 2020

Loved it!

By Debasish D

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May 15, 2020

Excellent

By Buddhima C

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May 13, 2020

excellent

By Avdhesh B

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May 11, 2020

excellent