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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

52,522개의 평가
5,940개의 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


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.


Jan 14, 2020

After completion of this course I know which values to look at if my ML model is not performing up to the task. It is a detailed but not too complicated course to understand the parameters used by ML.

필터링 기준:

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization의 5,871개 리뷰 중 5676~5700

교육 기관: Vaibhav v s

May 15, 2020

Awesome content...

교육 기관: 배병선

Mar 25, 2020

Good for beginners

교육 기관: akshay v

Jun 28, 2019

a little difficult

교육 기관: shudhatma

Jun 17, 2018

A very good course

교육 기관: Sonny M

Apr 20, 2020

Excellent course!

교육 기관: Michael A

Mar 15, 2019

Add more quizzes.


May 17, 2020

Excellent course

교육 기관: Nono

Oct 31, 2019

Thank you,Andrew

교육 기관: Frederick

Oct 06, 2018

very good course

교육 기관: Juan C

Nov 20, 2017

Very Good Course

교육 기관: S B

Aug 19, 2017

Fantastic course

교육 기관: Oceanusity

May 11, 2019

pretty good one

교육 기관: Idan P

May 23, 2018

Add more theory

교육 기관: Miles

Apr 12, 2018

Bad handwriting

교육 기관: AKUT J R

Jun 14, 2020

Great module !

교육 기관: Francisco R

May 08, 2018

pudo ser mejor

교육 기관: Aadesh N

Sep 24, 2017

Great revision

교육 기관: Kim M

Jul 27, 2020

So difficult.

교육 기관: Elvar G

Nov 26, 2019

tf version1.X

교육 기관: Ronit C

Mar 06, 2018

Thank you! :)

교육 기관: Tze-Yuan C

Dec 11, 2017

Great course.

교육 기관: VARUN S

Aug 03, 2020

Great Course

교육 기관: Rachel S I

Jun 30, 2020

Great course

교육 기관: Bruno G C

Oct 17, 2018

Really good.

교육 기관: alex g

May 13, 2018

great course