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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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5151 - 5175 of 7,253 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Seyed H Z

•

May 31, 2020

Just Amazing!

By Deleted A

•

May 30, 2020

Great course!

By utsav j

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May 20, 2020

ek no. course

By SHEKKARI A

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May 1, 2020

Fantastic !!!

By Mohamed R E E

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Apr 20, 2020

It was great!

By Akshay V

•

Apr 19, 2020

It was great!

By Paolo A

•

Mar 20, 2020

simply great!

By CIndyLYP

•

Mar 9, 2020

难度不大，入门刚刚好，赞！

By Alexandr S

•

Feb 24, 2020

Super! Thanks

By Tomasz Ł

•

Feb 8, 2020

Great Course!

By 牛尊

•

Jan 21, 2020

quite helpful

By Zheng Z

•

Jan 11, 2020

Thank Dr. Ng!

By Ameya D

•

Jan 1, 2020

Very Helpful!

By harshit s

•

Dec 30, 2019

Great course.

By RAJASEKHARA R D

•

Nov 30, 2019

simply superb

By Nandishsr G

•

Oct 24, 2019

Nice learning

By Risheeka S

•

Oct 19, 2019

Great course.

By Vinay B V

•

Oct 6, 2019

Great course!

By Salaheddin A

•

Jul 5, 2019

Great course!

By Anton V

•

Jun 10, 2019

great course.

By shwetha

•

May 2, 2019

Very helpfull

By 紫色人的心

•

Apr 15, 2019

希望可以由更多的TF的练习

By Anand K

•

Apr 3, 2019

Great Course!

By Chong M T

•

Mar 8, 2019

Great course.