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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：

5026 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5050 个评论（共 7,286 个）

创建者 Atul S

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Sep 30, 2018

Simply Awesome.

创建者 Noureddine B

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Sep 26, 2018

Just excellent.

创建者 Shulai Z

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Aug 14, 2018

perfect course!

创建者 Yuan X

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Jul 1, 2018

Great exercise!

创建者 程方明

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Jun 23, 2018

正常时间刷完，调参侠又进一步了

创建者 Kuei P H

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Jun 21, 2018

太多技法，感謝Andrew老師

创建者 Swastik M

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Jun 18, 2018

Awesome content

创建者 Alessandro M

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Jun 15, 2018

Simply amazing!

创建者 Michael M

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Jun 15, 2018

Awesome course.

创建者 Azamat K

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May 29, 2018

It was perfect.

创建者 Zheng T

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May 24, 2018

有时课件中有些小错误，也能理解

创建者 Shalini H

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May 16, 2018

Awesome course

创建者 Mohamed D

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Apr 24, 2018

Merci Beaucoup!

创建者 biqiang

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Apr 23, 2018

宝贵的超参数调试经验，谢谢分享

创建者 Marco D V

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Mar 31, 2018

Amazing course!

创建者 Francisco J A

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Mar 25, 2018

Simply awesome!

创建者 AG

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Mar 13, 2018

Amazing Course!

创建者 Roman I

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Feb 6, 2018

Awesome course.

创建者 Thiago B

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Jan 28, 2018

Perfect course!

创建者 Aniket P

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Dec 24, 2017

Great course!!!

创建者 Jurgen R

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Dec 22, 2017

Awesome course!

创建者 Andrii L

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Dec 12, 2017

Awesome course!

创建者 Jeff X

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Dec 6, 2017

终于学懂了！多谢Andrew！

创建者 Ruoying X

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Nov 19, 2017

Very intuitive!

创建者 lixiang

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Nov 16, 2017

very wonderful!