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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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4976 - 5000 of 7,260 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Bob K

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Sep 5, 2017

Excellent course

By 臧博

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Sep 5, 2017

It is very good!

By Rui W

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Aug 23, 2017

still very good!

By naruto

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Aug 20, 2017

very good，thanks

By Gustavo M

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Aug 19, 2017

Excellent Course

By Oleksiy K

•

Jun 1, 2023

Amazing course!

By Trung P N

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Jan 10, 2022

It is excellent

By elad i

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Feb 18, 2021

great!!!!!!!!!!

By 项宇承

•

Feb 2, 2021

greatest course

By Mamanchuk N

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Jan 29, 2021

Very dangerous!

By SHIVAM K

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Jan 11, 2021

Must do course!

By JAEHOON L

•

Nov 9, 2020

It was perfect!

By PUNNA D S K

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Oct 24, 2020

Great Course!!!

By Sai K

•

Sep 6, 2020

Best Course!!!!

By Diego A Z A

•

Aug 7, 2020

Excelente curso

By Abdelrahman D

•

Aug 1, 2020

Amazing course!

By Vipinkumar G

•

Jun 26, 2020

Awesome Course!

By Naman K

•

May 29, 2020

Very Insightful

By Aunkit C

•

Apr 29, 2020

Amazing course.

By Keisuke S

•

Apr 21, 2020

Great Material!

By Sai K V

•

Mar 16, 2020

Awesome Course!

By Barinjato R

•

Feb 25, 2020

just excellent!

By Zhiping L

•

Feb 19, 2020

so excellent！！！

By Bruno A K

•

Jan 12, 2020

Awesome course!

By Steven H

•

Dec 29, 2019

Great as always