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Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization(으)로 돌아가기

deeplearning.ai의 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization 학습자 리뷰 및 피드백

4.9
별점
54,465개의 평가
6,218개의 리뷰

강좌 소개

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....

최상위 리뷰

AS

Apr 19, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course

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.

필터링 기준:

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization의 6,143개 리뷰 중 4076~4100

교육 기관: Ashish J

Jun 12, 2019

Great Assignments

교육 기관: supertian

Jun 03, 2019

It's very useful.

교육 기관: Yongjian F

May 25, 2019

Very interesting.

교육 기관: Manish K

May 25, 2019

very good content

교육 기관: zhou

Mar 31, 2019

非常详细,讲的特别好,还有实验课程

교육 기관: James C

Feb 22, 2019

Very good course.

교육 기관: JINWOO S

Feb 20, 2019

best course ever!

교육 기관: AASHISH B

Feb 14, 2019

Awesome course :)

교육 기관: HARENDRA S

Jan 03, 2019

Very good course.

교육 기관: Eoghan T

Jan 01, 2019

Thanks, Prof. Ng!

교육 기관: 朱荣鑫

Dec 23, 2018

As good as before

교육 기관: Mohammed A B

Dec 15, 2018

awesome content !

교육 기관: Motilal R S

Dec 03, 2018

Excellent Course!

교육 기관: Stefan K

Nov 23, 2018

Very good course!

교육 기관: 苏庆祝

Nov 22, 2018

very nice course.

교육 기관: Bhaskar D

Nov 20, 2018

Excellent course!

교육 기관: Jabberwoo

Nov 15, 2018

Love this course!

교육 기관: Bogdan S

Nov 04, 2018

Excellent course!

교육 기관: Zhidan W

Oct 17, 2018

Extremely helpful

교육 기관: Jakub V

Sep 09, 2018

Depth and clarity

교육 기관: Timur B

Sep 01, 2018

Excellent course!

교육 기관: Vinay A

Aug 27, 2018

Fantastic Course.

교육 기관: Deleted A

Aug 17, 2018

excellent courses

교육 기관: Caique D S C

Jul 21, 2018

very good content

교육 기관: Sicen D

Jun 05, 2018

Very Good Course!