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返回到 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

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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63,521 个评分

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

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.

HK

Aug 7, 2021

As a beginner who learn machine learning for 2 months, this course guide me to the basic concepts of hyperparameter tuning! I think I can come back to here while I practice machine learning projects!

筛选依据：

7026 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 7050 个评论（共 7,291 个）

创建者 Chin-Wei W

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Aug 5, 2023

Can be more clear.

创建者 Shukrullo N

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Apr 12, 2021

Time well-spent ))

创建者 Vaibhav v s

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May 15, 2020

Awesome content...

创建者 배병선

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Mar 25, 2020

Good for beginners

创建者 akshay v

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Jun 28, 2019

a little difficult

创建者 shudhatma

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Jun 17, 2018

A very good course

创建者 CHANGHYUN A

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Mar 31, 2021

excellent lecture

创建者 Sonny M

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Apr 20, 2020

Excellent course!

创建者 Michael A

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Mar 15, 2019

Add more quizzes.

创建者 Fazni f

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Sep 15, 2021

best course ever

创建者 ARAVAPALLI P B V M

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May 17, 2020

Excellent course

创建者 Nono

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Oct 31, 2019

Thank you,Andrew

创建者 Frederick

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Oct 6, 2018

very good course

创建者 J C

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Nov 20, 2017

Very Good Course

创建者 Bala S

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Aug 19, 2017

Fantastic course

创建者 D A

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Sep 26, 2020

it is very good

创建者 Kim C

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Sep 9, 2020

希望

更新

Tensorflow

2

创建者 Oceanusity

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May 11, 2019

pretty good one

创建者 Idan P

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May 23, 2018

Add more theory

创建者 Miro M

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Apr 11, 2018

Bad handwriting

创建者 Matsela M

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Feb 14, 2021

Great learning

创建者 AKUT J R

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Aug 16, 2020

Great module !

创建者 Francisco R

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May 8, 2018

pudo ser mejor

创建者 Aadesh N

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Sep 24, 2017

Great revision

创建者 Zyro K

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Aug 17, 2021

Challenging!!