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Learner Reviews & Feedback for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization by DeepLearning.AI

4.9
stars
63,175 ratings

About the Course

In the second course of the Deep Learning Specialization, you will open the deep learning black box to understand the processes that drive performance and generate good results systematically. By the end, you will learn the best practices to train and develop test sets and analyze bias/variance for building deep learning applications; be able to use standard neural network techniques such as initialization, L2 and dropout regularization, hyperparameter tuning, batch normalization, and gradient checking; implement and apply a variety of optimization algorithms, such as mini-batch gradient descent, Momentum, RMSprop and Adam, and check for their convergence; and implement a neural network in TensorFlow. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Top reviews

AM

Oct 8, 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

XG

Oct 30, 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.

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5351 - 5375 of 7,253 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Qi G

•

Jan 10, 2021

super good!

By Olivier R

•

Dec 1, 2020

Thumbs up!!

By Sri R

•

Nov 19, 2020

Exceptional

By Qiong L

•

Sep 28, 2020

thank you !

By Vanaja M

•

Sep 9, 2020

nice course

By Adarsh J

•

Aug 25, 2020

really good

By Shivani N

•

Aug 18, 2020

best course

By Gasan N

•

Aug 10, 2020

Great work!

By PAVITHRA B

•

Aug 10, 2020

Good course

By mayank m

•

Jul 31, 2020

nice course

By Sirisha R

•

Jul 28, 2020

Enjoyed it!

By R S C

•

Jul 16, 2020

Very useful

By ANANYA S

•

Jun 24, 2020

Best course

By Weiyi S

•

Jun 23, 2020

very good !

By kunzhao

•

Jun 20, 2020

nice course

By 吴子训

•

Jun 16, 2020

good course

By Rekha R

•

May 25, 2020

good enough

By Advaith A

•

May 22, 2020

Nice Course

By Mrs. R C

•

May 5, 2020

Good Course

By TUSHAR J

•

May 4, 2020

Nice course

By Oumar B

•

May 2, 2020

super cours

By ELHACHIMI O

•

Apr 26, 2020

Awesome !!!

By Akash K V

•

Apr 5, 2020

very useful

By Nilesh S

•

Mar 25, 2020

Best Course

By Sumit C

•

Mar 17, 2020

best course