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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：

5351 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5375 个评论（共 7,286 个）

创建者 Xu B

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Aug 20, 2017

great course

创建者 phung h x

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Aug 12, 2017

great course

创建者 yash g

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Nov 20, 2024

very nice!!

创建者 Sultan Z

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Nov 30, 2023

Outstanding

创建者 Dr. M S

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Jul 14, 2023

Outstanding

创建者 Glowstorm

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Aug 10, 2022

good course

创建者 Maram A A

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Aug 9, 2022

good👍👍👍

创建者 Baptiste C

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May 3, 2022

Thank you !

创建者 Minh T N T

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Apr 28, 2022

Good Course

创建者 Trung C T

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Mar 14, 2022

Very useful

创建者 Zhuomin Z

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Jan 14, 2022

good course

创建者 567_RUCHIKA K

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Sep 14, 2021

good course

创建者 Omar K M

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Aug 23, 2021

good course

创建者 Gilberto B

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Aug 7, 2021

Excellent!!

创建者 Bùi Q H

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Jul 27, 2021

Nice course

创建者 Andrea L G

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Jan 30, 2021

Interesting

创建者 Qi G

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Jan 10, 2021

super good!

创建者 Olivier R

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Dec 1, 2020

Thumbs up!!

创建者 Sri R

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Nov 19, 2020

Exceptional

创建者 Qiong L

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Sep 28, 2020

thank you !

创建者 Vanaja M

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Sep 9, 2020

nice course

创建者 Adarsh J

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Aug 25, 2020

really good

创建者 Shivani N

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Aug 18, 2020

best course

创建者 Gasan N

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Aug 10, 2020

Great work!

创建者 PAVITHRA B

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Aug 10, 2020

Good course