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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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63,507 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

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：

4251 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4275 个评论（共 7,286 个）

创建者 Arthur C

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Aug 20, 2017

Great practical class. Thanks!

创建者 Dr. M S

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Dec 3, 2023

Awesome course. Much learning

创建者 Phil M

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Nov 3, 2023

Great started for AI learning

创建者 Ata M

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Mar 19, 2023

Great Instructor, nice course

创建者 Ngọc L L

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Sep 18, 2021

Powerful course, tks so much!

创建者 Djamel M

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May 18, 2021

Very good course by Andrew Ng

创建者 Mudit G

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Nov 22, 2020

Very detailed oriented course

创建者 Sairengpuia S

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Sep 18, 2020

The course is really awesome.

创建者 Mario L S D

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Sep 17, 2020

Very Useful course. Thank you

创建者 Sanket D

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Aug 9, 2020

Very Informative and Detailed

创建者 Dawood I

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Jun 3, 2020

Can`t get any better. Awesome

创建者 Shashti K N M

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May 30, 2020

This was an excellent course.

创建者 Tariq M

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May 17, 2020

Thank You to all team members

创建者 Jaeyong J

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May 9, 2020

Great lecture with exercises!

创建者 Byambadorj M

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May 6, 2020

a great course for beginners.

创建者 Eleonora

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Apr 18, 2020

Clear and practical, loved it

创建者 Seongwuk, H

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Apr 17, 2020

This is perfect class for me.

创建者 Naveen S P

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Mar 30, 2020

It's Excellent experience !!!

创建者 ding x

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Mar 10, 2020

Very good, I get much help!!!

创建者 Ivan C

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Nov 20, 2019

very informative and thorough

创建者 NITIN S

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Nov 17, 2019

the most important one of all

创建者 Adrien B

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Oct 9, 2019

Every thing is cristal clear!

创建者 sourav b

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Sep 25, 2019

Course Materials are awesome.

创建者 Moaz M

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Jun 24, 2019

Exceptionally awesome course!

创建者 dhananjay v

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May 3, 2019

Andrew Neg is a simple genius