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Back to Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

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

4.9
stars
63,482 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

RR

Jun 13, 2020

Could have increased assignments and some more indepth knowledge of tensorflow and proper installation way of tensorflow cause mine is showing error when iam trying to practice as shown in the video

NC

Jun 3, 2018

Just as great as the previous course. I feel like I have a much better chance at figuring out what to do to improve the performance of a neural network and TensorFlow makes much more sense to me now.

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5026 - 5050 of 7,283 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

By Shulai Z

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Aug 15, 2018

perfect course!

By Yuan X

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Jul 1, 2018

Great exercise!

By 程方明

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Jun 24, 2018

正常时间刷完，调参侠又进一步了

By Kuei P H

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Jun 22, 2018

太多技法，感谢础苍诲谤别飞老师

By Swastik M

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Jun 18, 2018

Awesome content

By Alessandro M

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Jun 15, 2018

Simply amazing!

By Michael M

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Jun 15, 2018

Awesome course.

By Azamat K

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May 30, 2018

It was perfect.

By Zheng T

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May 24, 2018

有时课件中有些小错误，也能理解

By Shalini H

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May 17, 2018

Awesome course

By Mohamed D

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Apr 24, 2018

Merci Beaucoup!

By biqiang

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Apr 24, 2018

宝贵的超参数调试经验，谢谢分享

By Marco D V

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Apr 1, 2018

Amazing course!

By Francisco J A

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Mar 26, 2018

Simply awesome!

By AG

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Mar 13, 2018

Amazing Course!

By Roman I

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Feb 7, 2018

Awesome course.

By Thiago B

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Jan 29, 2018

Perfect course!

By Aniket P

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Dec 25, 2017

Great course!!!

By Jurgen R

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Dec 22, 2017

Awesome course!

By Andrii L

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Dec 12, 2017

Awesome course!

By Jeff X

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Dec 7, 2017

终于学懂了！多谢础苍诲谤别飞！

By Ruoying X

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Nov 20, 2017

Very intuitive!

By lixiang

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Nov 17, 2017

very wonderful!

By SWARUP K G

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Nov 16, 2017

A great course.

By Christina Y

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Nov 16, 2017

Awesome course!