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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：

5226 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5250 个评论（共 7,286 个）

创建者 Luyao J

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Sep 28, 2017

Great course!

创建者 Songphon K

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Sep 24, 2017

Great course.

创建者 Xinxin

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Sep 16, 2017

Good course !

创建者 Ahmet H E

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Sep 11, 2017

So far great!

创建者 William G

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Sep 6, 2017

very nice A++

创建者 Jinshi ( H

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Sep 4, 2017

great course!

创建者 Bo Y

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Aug 27, 2017

Great course!

创建者 Andrey S

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Aug 24, 2017

Great course!

创建者 lee

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Aug 24, 2017

I respect you

创建者 Lucas G

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Aug 23, 2017

Great course!

创建者 Danny P

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Aug 23, 2017

Great course.

创建者 yechunnan

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Aug 22, 2017

Great course!

创建者 Celestino A

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Aug 21, 2017

Great course!

创建者 蒋进进

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Aug 20, 2017

Great course!

创建者 Nishan D B

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Jul 23, 2024

Great course

创建者 MALASHREE S

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Mar 17, 2024

Great course

创建者 Asanka W

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Jan 12, 2023

Great course

创建者 ashar a

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Sep 10, 2022

Excellent !

创建者 Tuong L

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Aug 27, 2022

Good course.

创建者 Sang N T

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Apr 6, 2022

Great course

创建者 Hüseyin K

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Mar 20, 2022

JUST PERFECT

创建者 Parsa M

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Feb 11, 2022

Just perfect

创建者 Sidharth T C

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Jan 26, 2022

good content

创建者 Amiradin Z

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Oct 12, 2021

nice course!

创建者 Baraa R

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Oct 5, 2021

great course