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学生对 DeepLearning.AI 提供的 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的评价和反馈

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课程概述

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....

热门审阅

BA

May 31, 2020

Very good course, useful and smart. Some of the example are on tensorflow 1 but I think that they will update them soon to keras tf2 Thank you!I will pass on what I have learned here to undergrads :)

DH

Apr 26, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

筛选依据：

5726 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5750 个评论（共 7,286 个）

创建者 Ashutosh P

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Nov 3, 2018

Awesome!

创建者 Saichand D

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Oct 17, 2018

Amazing!

创建者 Stefan N

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Aug 13, 2018

Spot on!

创建者 喆 李

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Apr 29, 2018

Asesome!

创建者 张子昂

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Apr 25, 2018

The Best

创建者 neozgx

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Apr 6, 2018

很不错，通俗易懂

创建者 Adit K

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Mar 23, 2018

loved it

创建者 Tim K

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Mar 3, 2018

Love it.

创建者 Sarah W

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Feb 17, 2018

Awesome!

创建者 Bharath

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Dec 29, 2017

Best yet

创建者 mier

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Dec 12, 2017

awesome!

创建者 Thar M H

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Nov 6, 2017

Awesome!

创建者 Ke L

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Oct 23, 2017

exciting

创建者 Abhijeet R P

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Oct 12, 2017

Best! :D

创建者 viper

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Sep 29, 2017

perfect！

创建者 Jeff W H

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Sep 29, 2017

Amazing!

创建者 zhifeng j

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Sep 28, 2017

awesome!

创建者 Shuaifeng Z

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Sep 21, 2017

Perfect！

创建者 geekerryan

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Sep 19, 2017

吴大大棒棒的~~

创建者 Varun R

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Sep 10, 2017

Awesome!

创建者 Oswaldo B F

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Aug 30, 2017

Amazing!

创建者 Liam Y

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Aug 29, 2017

awesome!

创建者 Michael S

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Aug 23, 2017

Awesome!

创建者 Felipe F D R

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Aug 17, 2017

Amazing!

创建者 Zahra S

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Nov 26, 2023

Awesome