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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 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.


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: 4251 - 4275 / 6,137 レビュー

by Julius B

Oct 24, 2019

Awesome course!

by Ahmed M s

Sep 08, 2019

Nice experience

by nayeem s

Jul 19, 2019

Awesome Course!

by Hanchen H

Jun 18, 2019


by Quan S

May 27, 2019

Perfect course!

by Renzo

May 22, 2019

Awesome course!

by Chi ( M

May 12, 2019

perfect course!

by Chaithanya K

May 11, 2019

Amazing Course!

by Prabesh G

Mar 05, 2019

Simply the best

by Vishnu N

Feb 28, 2019

Great Work !!!!

by Raj

Jan 17, 2019

Awesome course.

by Deepinder D

Jan 04, 2019

Awesome course!

by Ilan B

Dec 10, 2018

excellent cours

by Atul S

Sep 30, 2018

Simply Awesome.

by Noureddine B

Sep 26, 2018

Just excellent.

by Shulai Z

Aug 15, 2018

perfect course!

by Yuan X

Jul 01, 2018

Great exercise!

by ChengFangming

Jun 24, 2018


by Kuei P H

Jun 22, 2018


by Swastik M

Jun 18, 2018

Awesome content

by Alessandro M

Jun 15, 2018

Simply amazing!

by Michael M

Jun 15, 2018

Awesome course.

by Azamat K

May 30, 2018

It was perfect.

by Zheng T

May 24, 2018


by Shalini H

May 17, 2018

Awesome course