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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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63,492 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

AM

Oct 8, 2019

I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation

AA

Oct 22, 2017

Assignment in week 2 could not tell the difference between 'a-=b' and 'a=a-b' and marked the former as incorrect even though they are the same and gave the same output. Other than that, a great course

筛选依据：

5276 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5300 个评论（共 7,283 个）

创建者 Kumar A

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Jun 4, 2020

great course

创建者 Mrwan A H M

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Jun 3, 2020

Thanks a lot

创建者 Venkat R

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May 20, 2020

great course

创建者 Loc L

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May 17, 2020

Great course

创建者 VARSHITHA

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May 17, 2020

it' good! :)

创建者 PREM M

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May 6, 2020

great course

创建者 Renato d C M J

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Apr 29, 2020

Very useful!

创建者 Juan M C T

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Apr 12, 2020

Great course

创建者 Jorge E V H

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Mar 17, 2020

Excelente!!!

创建者 Wasim A

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Feb 22, 2020

Great Work!!

创建者 Jarat M

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Feb 13, 2020

just amazing

创建者 Osama B

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Feb 11, 2020

Great Course

创建者 Ranjeet R

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Jan 8, 2020

very helpful

创建者 Yizhe Z

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Dec 23, 2019

Very helpful

创建者 Cristian A

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Nov 1, 2019

It is great!

创建者 Pablo M P

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Jul 28, 2019

Very useful!

创建者 Đức T N

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Jul 14, 2019

Super useful

创建者 KALPAM S

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Jul 13, 2019

great course

创建者 Hang S

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Jul 4, 2019

Good course!

创建者 Timur B

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Jul 1, 2019

Great class!

创建者 Hins Y

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Jun 29, 2019

Recommend!!!

创建者 JIALIU Z

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Jun 3, 2019

good course!

创建者 Himanshu S

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May 17, 2019

Great Course

创建者 Illia K

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May 17, 2019

very useful!

创建者 郑笙桦

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Apr 14, 2019

Means a lot.