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

4.9
stars
63,245 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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5226 - 5250 of 7,261 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Danny P

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Aug 23, 2017

Great course.

By yechunnan

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Aug 22, 2017

Great course!

By Celestino A

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Aug 21, 2017

Great course!

By 蒋进进

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Aug 20, 2017

Great course!

By Nishan D B

•

Jul 23, 2024

Great course

By MALASHREE S

•

Mar 17, 2024

Great course

By Asanka W

•

Jan 12, 2023

Great course

By Ashhar A

•

Sep 10, 2022

Excellent !

By Tuong L

•

Aug 27, 2022

Good course.

By Sang N T

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Apr 6, 2022

Great course

By Hüseyin K

•

Mar 20, 2022

JUST PERFECT

By Parsa M

•

Feb 11, 2022

Just perfect

By Sidharth T C

•

Jan 27, 2022

good content

By Amiradin Z

•

Oct 12, 2021

nice course!

By Baraa R

•

Oct 5, 2021

great course

By Code 4

•

Jul 5, 2021

Great Course

By Minh V

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Apr 23, 2021

Good course!

By Shaik A A

•

Mar 30, 2021

Very Helpful

By Hoa N

•

Mar 4, 2021

Good course!

By Mohamed A F

•

Jan 2, 2021

great course

By Daniel U

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Dec 20, 2020

Excellent!!!

By Veera M R G R

•

Dec 2, 2020

Great course

By Nathan D

•

Oct 27, 2020

Great Course

By LiangHao

•

Oct 8, 2020

Great class!

By Minhazul A

•

Sep 18, 2020

just awesome