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學生對 提供的 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization 的評價和反饋

54,465 個評分
6,218 條評論


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....



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


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.


4176 - Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization 的 4200 個評論(共 6,143 個)

創建者 张新会

Jun 06, 2019



Mar 04, 2019

Excellent course

創建者 Armand L

Feb 25, 2019

excellent course

創建者 Zhenwei Z

Feb 05, 2019

Very good course

創建者 Navruzbek

Feb 02, 2019

very good course

創建者 Yuting Z

Jan 14, 2019

its very useful!

創建者 pratik a

Jan 04, 2019

A great course!!

創建者 Vikas K

Dec 24, 2018

must have course

創建者 Jungshen K

Dec 24, 2018

Excellent course

創建者 Ricardo N d R B

Dec 13, 2018

Excellent course

創建者 Ganesh V K

Nov 25, 2018

Excellent Course

創建者 Soumi S

Nov 20, 2018

very very useful

創建者 Vinayak S

Sep 28, 2018

Great Experience

創建者 Rodion T

Sep 24, 2018

It's excelent!!!

創建者 mahesh

Sep 07, 2018

THe best course.

創建者 Hooman J

Sep 04, 2018


創建者 Carlos A O

Aug 22, 2018

Excelente curso!

創建者 Margareth P

Jul 10, 2018

Excellent course

創建者 Subham T

Jun 18, 2018

very nice course

創建者 Paraskevas P

Jun 14, 2018

5 Stars Mr. Ng !


Jun 14, 2018

excellent work..

創建者 Larry C

May 21, 2018

Really helpful !

創建者 Wu B

May 20, 2018

Like this course


May 16, 2018

Excelente curso.

創建者 Benjamin B

May 06, 2018

amazing as usual