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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：

5126 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5150 个评论（共 7,286 个）

创建者 Pedro H d O P

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Feb 3, 2018

Great course!!

创建者 Wuchuan D

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Jan 6, 2018

Very practical

创建者 donaghy X

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Nov 29, 2017

很有用，让我很容易就入门了。

创建者 Nikhil G

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Nov 27, 2017

Just Fantastic

创建者 Mohamed A A

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Nov 24, 2017

Perfect course

创建者 Ho K L

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Nov 18, 2017

It helps a lot

创建者 John S

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Oct 28, 2017

Excellent work

创建者 anuj s

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Oct 18, 2017

Awesome Course

创建者 Ahmed E S A H

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Oct 15, 2017

Amazing course

创建者 Shubham

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Sep 26, 2017

Simply awesome

创建者 Cristian E M V

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Sep 22, 2017

A good curse!!

创建者 Keith M

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Sep 20, 2017

Always Great!!

创建者 Dave P

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Sep 15, 2017

Great insights

创建者 R.Athindran

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Sep 7, 2017

Useful course.

创建者 Ryan L

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Aug 24, 2017

great course o

创建者 Ilya J

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Feb 12, 2023

very helpfull

创建者 yanzheng x

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Jul 10, 2022

Great course!

创建者 Larsen C

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Oct 26, 2021

Great course!

创建者 Ramazan Ö Ç

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Oct 22, 2021

it is awesome

创建者 snigdha m

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Feb 4, 2021

Nice learning

创建者 Dimitris K

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Dec 28, 2020

Great course.

创建者 Leon M W

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Dec 23, 2020

great course!

创建者 Harsh S

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Nov 18, 2020

great courses

创建者 Thomas F

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Nov 9, 2020

Great course!

创建者 HAMZA Y

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Oct 21, 2020

Great course!