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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....



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.


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


Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization: 4176 - 4200 / 5,626 レビュー

by Chang G

Sep 30, 2019

best course

by Jose M

Jul 25, 2019

nice course


Jul 22, 2019


by Atakan S

Jun 23, 2019

Nice course

by tingting z

Apr 19, 2019


by Jenil M

Apr 17, 2019

nice course

by 董云鹏

Apr 14, 2019

very useful

by Ilya P

Feb 18, 2019

*Thumbs up*

by KimYunSu

Jan 09, 2019

I liked it!

by Suresh S

Nov 17, 2018

Excellent !

by Cristian C P Á

Nov 14, 2018

good course

by Anthony

Oct 21, 2018

nice course

by Mohit S C

Sep 27, 2018

Tuning in !

by Prabakar K

Aug 02, 2018

good one...

by Yuanlai L

Jul 09, 2018

very useful

by David O P

Apr 23, 2018


by Guang L

Apr 13, 2018


by Haowei Z

Apr 04, 2018

Very useful

by yanguangyu

Feb 27, 2018

good course

by BA M

Feb 25, 2018

Enjoyed it.

by vikrant s

Feb 14, 2018


by Le X

Jan 25, 2018

simply best

by Weizhi

Jan 17, 2018

Very useful

by Abid A

Dec 06, 2017

Best course

by Selwin K

Dec 06, 2017