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

deeplearning.ai 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

4.9
54,387件の評価
6,212件のレビュー

コースについて

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....

人気のレビュー

NA

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.

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.

フィルター:

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization: 4401 - 4425 / 6,139 レビュー

by 紫色人的心

Apr 15, 2019

希望可以由更多的TF的练习

by Anad K

Apr 03, 2019

Great Course!

by Chong M T

Mar 08, 2019

Great course.

by Zhaiyu C

Dec 13, 2018

learnt a lot!

by Hyeongseok Y

Dec 06, 2018

Best lecture.

by Bruno F

Nov 16, 2018

Great course!

by Ziyang M

Nov 15, 2018

Very Helpful!

by WENNI l

Oct 29, 2018

Great course!

by 孙晓健

Sep 09, 2018

I learn a lot

by fengdeyiji

Sep 05, 2018

benifit a lot

by Nikolay

Aug 27, 2018

Great course!

by 任晓华

Aug 22, 2018

讲了深度学习优化方法,很赞

by Hafiz M W Q

Jul 23, 2018

owsome course

by Pavan S

Jul 18, 2018

Great course!

by Christopher Y

Jul 02, 2018

Very helpful!

by James H

Jun 02, 2018

Great course.

by Fabrice L

May 22, 2018

Great course!

by Bonson S M

May 14, 2018

Great course!

by futoshi k

Apr 30, 2018

Great course!

by Aruna J

Feb 15, 2018

Learned a lot

by Xiao

Feb 05, 2018

Great course!

by Oleksii N

Jan 28, 2018

Great course!

by Frank_Cai

Jan 18, 2018

thanks Andrew

by Ale D

Jan 14, 2018

Really useful

by Adam P

Jan 09, 2018

Great course.