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



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....



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


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.


Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization: 4401 - 4425 / 4,545 レビュー

by 김진수

Feb 18, 2019

This course was good.


Jun 17, 2018

some kind of abstract

by 侯凌

Dec 02, 2017

Need slides and notes

by 石诚

Nov 21, 2017

week 3 has some typos

by Amardip G

Apr 22, 2019

Useful for Debugging

by Cosmin D

Oct 10, 2018

Good course overall!

by onkar p

Dec 29, 2017

Another Great Course

by Eamonn G

Sep 04, 2019

Overall good class.

by Gerrit V

Aug 19, 2019

Sometimes quit slow

by akshay v

Jun 28, 2019

a little difficult

by shudhatma

Jun 17, 2018

A very good course

by Michael A

Mar 15, 2019

Add more quizzes.

by Nono

Oct 31, 2019

Thank you,Andrew

by Frederick

Oct 06, 2018

very good course

by Juan C

Nov 20, 2017

Very Good Course

by S B

Aug 19, 2017

Fantastic course

by Oceanusity

May 11, 2019

pretty good one

by Idan P

May 23, 2018

Add more theory

by Miles

Apr 12, 2018

Bad handwriting

by Francisco R

May 08, 2018

pudo ser mejor

by Aadesh N

Sep 24, 2017

Great revision

by Гейдаров Э Э о

Nov 26, 2019

tf version1.X

by Ronit C

Mar 06, 2018

Thank you! :)

by Tze-Yuan C

Dec 11, 2017

Great course.

by Bruno G C

Oct 17, 2018

Really good.