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Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization に戻る

deeplearning.ai による Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization の受講者のレビューおよびフィードバック

4.9
50,473件の評価
5,684件のレビュー

コースについて

This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will also learn TensorFlow. After 3 weeks, you will: - Understand industry best-practices for building deep learning applications. - Be able to effectively use the common neural network "tricks", including initialization, L2 and dropout regularization, Batch normalization, gradient checking, - Be able to implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence. - Understand new best-practices for the deep learning era of how to set up train/dev/test sets and analyze bias/variance - Be able to implement a neural network in TensorFlow. This is the second course of the Deep Learning Specialization....

人気のレビュー

XG

Oct 31, 2017

Thank you Andrew!! I know start to use Tensorflow, however, this tool is not well for a research goal. Maybe, pytorch could be considered in the future!! And let us know how to use pytorch in Windows.

AM

Oct 09, 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

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Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization: 4076 - 4100 / 5,614 レビュー

by Kumar A

Jun 04, 2020

great course

by Mrwan A H M

Jun 03, 2020

Thanks a lot

by Venkat R

May 21, 2020

great course

by Loc L

May 18, 2020

Great course

by VARSHITHA

May 17, 2020

it' good! :)

by Prem D M

May 07, 2020

great course

by Renato d C M J

Apr 29, 2020

Very useful!

by Juan M C T

Apr 12, 2020

Great course

by Jorge E V H

Mar 17, 2020

Excelente!!!

by Wasim A

Feb 22, 2020

Great Work!!

by jarat m

Feb 13, 2020

just amazing

by Osama B

Feb 11, 2020

Great Course

by Ranjeet R R

Jan 08, 2020

very helpful

by Yizhe Z

Dec 23, 2019

Very helpful

by Cristian Y A H

Nov 01, 2019

It is great!

by Pablo M P

Jul 28, 2019

Very useful!

by NGUYỄN Đ T

Jul 14, 2019

Super useful

by KALPAM S

Jul 13, 2019

great course

by Hang S

Jul 04, 2019

Good course!

by Timur B

Jul 01, 2019

Great class!

by Yuxuan Y

Jun 29, 2019

Recommend!!!

by JIALIU Z

Jun 03, 2019

good course!

by Himanshu S

May 18, 2019

Great Course

by Illia K

May 17, 2019

very useful!

by 郑笙桦

Apr 14, 2019

Means a lot.