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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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63,493 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

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

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

筛选依据：

4876 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4900 个评论（共 7,283 个）

创建者 SRIKAKOLAPU N S S B

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Oct 31, 2020

nice explination

创建者 Mariam M A

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Oct 10, 2020

excellent course

创建者 Adith R K

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Sep 26, 2020

excellent course

创建者 Krishnamohan N

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Sep 13, 2020

Excellent course

创建者 yingyaozhou

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Aug 6, 2020

Very meaningful!

创建者 Soumyajit D

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Jul 24, 2020

awesome learning

创建者 523 H P

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Jul 23, 2020

Worth everything

创建者 Prof P

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Jul 13, 2020

Great teacher!!!

创建者 Farhan F A

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Jun 26, 2020

Thank you Andrew

创建者 Mohammad N H

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Jun 23, 2020

Excellent Course

创建者 Ravi K C

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Jun 17, 2020

Excellent course

创建者 Alejandro B E

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Jun 13, 2020

Excelent content

创建者 Gadiraju S V

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Jun 5, 2020

best course ever

创建者 Peter

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Jun 1, 2020

very good course

创建者 Francis J

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May 29, 2020

keep on learning

创建者 rajkumar p

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May 27, 2020

Very good course

创建者 HABI M

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May 14, 2020

excellent course

创建者 Mubashar I

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May 7, 2020

great experience

创建者 Fernando J O O

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May 6, 2020

Excellent course

创建者 Ankur J

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May 2, 2020

Great Andrew Ng!

创建者 Tanu s

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May 2, 2020

Great experience

创建者 Abhishek B

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Apr 29, 2020

very informative

创建者 Jim

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Apr 8, 2020

It was very good

创建者 Mukul s

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Apr 6, 2020

Exceptional.....

创建者 Uday N

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Mar 31, 2020

Excellent Course