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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：

5451 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5475 个评论（共 7,283 个）

创建者 Krzysztof R

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Jul 10, 2021

Excellent!

创建者 Roberto C L

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Jun 29, 2021

Fantástico

创建者 Karl G

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Mar 1, 2021

Excellent!

创建者 Oscar M

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Jan 9, 2021

Excelente!

创建者 Felipe M

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Nov 29, 2020

Very Nice!

创建者 Deepak C

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Nov 11, 2020

A good one

创建者 azhar s

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Nov 7, 2020

fell happy

创建者 Hamidreza G

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Aug 13, 2020

so great:)

创建者 Furkhat K

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Aug 9, 2020

very good!

创建者 Haohan Z

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Jun 23, 2020

very good!

创建者 Sarang P

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Jun 16, 2020

Conceptual

创建者 Christine C

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Jun 8, 2020

fantastic!

创建者 Laxmi P

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May 19, 2020

thnaku sir

创建者 VITTE

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May 11, 2020

Excellent.

创建者 Shauvik D

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Apr 25, 2020

Excellent!

创建者 CLAUDIO C D R

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Apr 17, 2020

Fantastic!

创建者 Stefan O B

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Apr 13, 2020

Excellent!

创建者 Anastasia

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Mar 15, 2020

Thank you!

创建者 Mengting J

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Feb 10, 2020

Super good

创建者 Yuanxin L

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Feb 2, 2020

Very good!

创建者 Benjamin C

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Jan 14, 2020

Very good!

创建者 Benoît T

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Oct 3, 2019

Very nice.

创建者 Daniel A G E

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Sep 23, 2019

Beautiful.

创建者 区冠文

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Sep 1, 2019

条理清晰，收益匪浅！

创建者 尤玥

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Aug 4, 2019

very nice!