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

4.9
stars
63,238 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

CM

Dec 23, 2017

Exceptional Course, the Hyper parameters explanations are excellent every tip and advice provided help me so much to build better models, I also really liked the introduction of Tensor Flow

Thanks.

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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5126 - 5150 of 7,260 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Keith M

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Sep 20, 2017

Always Great!!

By Dave P

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Sep 15, 2017

Great insights

By R.Athindran

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Sep 7, 2017

Useful course.

By Ryan L

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Aug 24, 2017

great course o

By Ilya J

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Feb 12, 2023

very helpfull

By yanzheng x

•

Jul 10, 2022

Great course!

By Larsen C

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Oct 26, 2021

Great course!

By Ramazan Ö Ç

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Oct 23, 2021

it is awesome

By snigdha m

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Feb 5, 2021

Nice learning

By Dimitris K

•

Dec 28, 2020

Great course.

By Leon M W

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Dec 23, 2020

great course!

By Harsh S

•

Nov 18, 2020

great courses

By Thomas F

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Nov 9, 2020

Great course!

By HAMZA Y

•

Oct 21, 2020

Great course!

By Adarsh W

•

Oct 19, 2020

Very Helpful.

By Devalin D (

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Oct 18, 2020

Great course!

By ELFAHIM O

•

Oct 12, 2020

thanks andrew

By nagadithya a

•

Aug 31, 2020

amazinggggggg

By Rita L

•

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

•

Aug 4, 2020

Great course!

By Darheman D

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Aug 2, 2020

Great course!

By Sarthak m

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Jul 12, 2020

Great course!