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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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5926 - 5950 of 7,261 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Khôi N N N

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Jan 11, 2022

Good

By 张浩然

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Sep 5, 2021

good

By Ulan T

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Aug 14, 2021

good

By 322_PRADIPTA C

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Aug 7, 2021

good

By 谭博予

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Jul 7, 2021

good

By 刘铭

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Jun 28, 2021

good

By Aniruddha B

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Apr 22, 2021

Nice

By GC L

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Feb 18, 2021

good

By Ibadurrahman

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Dec 17, 2020

nice

By Ivri K

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Dec 11, 2020

nice

By Gulnara A

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Oct 15, 2020

Best

By Atrayee C

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Sep 30, 2020

good

By Souvik P

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Sep 29, 2020

good

By Diwakar S

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Sep 27, 2020

good

By Pradeep

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Sep 19, 2020

good

By Nitesh N

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Sep 11, 2020

cool

By Sumera H

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Sep 1, 2020

good

By boulealam c

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Aug 24, 2020

good

By Muhammad T S

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Aug 22, 2020

Nice

By Debabrata B

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Aug 1, 2020

Nice

By RAGHUVEER S D

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Jul 25, 2020

good

By modugumpally s

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Jul 14, 2020

good

By Chathura S

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Jul 3, 2020

good

By BALAJI.V

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Jun 28, 2020

Good

By morarjeek@gmail.com

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Jun 16, 2020

good