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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
52,380개의 평가
5,919개의 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

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.

CV

Dec 24, 2017

Exceptional Course, the Hyper parameters explanations are excellent every tip and advice provided help me so much to build better models, I also really liked the introduction of Tensor Flow\n\nThanks.

필터링 기준:

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization의 5,855개 리뷰 중 3926~3950

교육 기관: Eric

Sep 04, 2017

So helpful !!!!!!

교육 기관: SOUMYAJIT D

Jul 24, 2020

awesome learning

교육 기관: Harsh P

Jul 23, 2020

Worth everything

교육 기관: Dwyer D

Jul 13, 2020

Great teacher!!!

교육 기관: Farhan F A

Jun 26, 2020

Thank you Andrew

교육 기관: Mohammad N H

Jun 23, 2020

Excellent Course

교육 기관: Ravi K C

Jun 17, 2020

Excellent course

교육 기관: Alejandro B E

Jun 13, 2020

Excelent content

교육 기관: Gadiraju S V

Jun 05, 2020

best course ever

교육 기관: Peter

Jun 01, 2020

very good course

교육 기관: Francis J

May 30, 2020

keep on learning

교육 기관: Rajkumar V P

May 27, 2020

Very good course

교육 기관: HABI M

May 15, 2020

excellent course

교육 기관: Mubashar I

May 07, 2020

great experience

교육 기관: Fernando J O O

May 07, 2020

Excellent course

교육 기관: Ankur

May 02, 2020

Great Andrew Ng!

교육 기관: TANUSHREE

May 02, 2020

Great experience

교육 기관: Abhishek B

Apr 29, 2020

very informative

교육 기관: Jim

Apr 08, 2020

It was very good

교육 기관: Mukul s

Apr 06, 2020

Exceptional.....

교육 기관: Uday N

Mar 31, 2020

Excellent Course

교육 기관: Mohammad a

Mar 29, 2020

Great Course (y)

교육 기관: Santosh M

Mar 29, 2020

Excellent course

교육 기관: Bishnoi M B

Feb 29, 2020

very informative

교육 기관: Deep G

Feb 13, 2020

Amazing content!