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

4.9
stars
63,509 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

RR

Jun 13, 2020

Could have increased assignments and some more indepth knowledge of tensorflow and proper installation way of tensorflow cause mine is showing error when iam trying to practice as shown in the video

DH

Apr 27, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

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5226 - 5250 of 7,287 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Luyao J

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Sep 29, 2017

Great course!

By Songphon K

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Sep 25, 2017

Great course.

By Xinxin

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Sep 16, 2017

Good course !

By Ahmet H E

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Sep 12, 2017

So far great!

By William G

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Sep 7, 2017

very nice A++

By Jinshi ( H

•

Sep 5, 2017

great course!

By Bo Y

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Aug 28, 2017

Great course!

By Andrey S

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Aug 24, 2017

Great course!

By lee

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Aug 24, 2017

I respect you

By Lucas G

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Aug 23, 2017

Great course!

By Danny P

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Aug 23, 2017

Great course.

By yechunnan

•

Aug 23, 2017

Great course!

By Celestino A

•

Aug 22, 2017

Great course!

By 蒋进进

•

Aug 20, 2017

Great course!

By Nishan D B

•

Jul 23, 2024

Great course

By MALASHREE S

•

Mar 17, 2024

Great course

By Asanka W

•

Jan 13, 2023

Great course

By ashar a

•

Sep 10, 2022

Excellent !

By Tuong L

•

Aug 27, 2022

Good course.

By Sang N T

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Apr 7, 2022

Great course

By Hüseyin K

•

Mar 21, 2022

JUST PERFECT

By Parsa M

•

Feb 12, 2022

Just perfect

By Sidharth T C

•

Jan 27, 2022

good content

By Amiradin Z

•

Oct 12, 2021

nice course!

By Baraa R

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Oct 5, 2021

great course