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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：

5676 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5700 个评论（共 7,283 个）

创建者 password

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Oct 5, 2017

very good

创建者 Sylvain D

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Oct 5, 2017

Excellent

创建者 Denny M

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Sep 24, 2017

Nice! :-)

创建者 LI S

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Sep 18, 2017

very good

创建者 霍宇琦

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Sep 18, 2017

thank you

创建者 Hugsy W

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Sep 17, 2017

very good

创建者 Santosh P

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Sep 17, 2017

Wonderful

创建者 Yanqing Y

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Sep 12, 2017

very good

创建者 Arturas N

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Sep 8, 2017

Good info

创建者 hanpaopao

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Sep 7, 2017

very good

创建者 chang c

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Sep 5, 2017

very good

创建者 laixiaohang

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Sep 3, 2017

very good

创建者 WXB506

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Aug 24, 2017

内容比较基础，不错

创建者 Naman B

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Aug 23, 2017

Amazing !

创建者 kai w

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Aug 21, 2017

very good

创建者 Davit M

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Jun 20, 2025

GREAT!!!

创建者 Seyyed M M

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Jun 17, 2023

Awesome!

创建者 SHANKAR K

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Feb 12, 2023

Awesome.

创建者 Nam D

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Jul 24, 2021

Chicken

创建者 Thomas L

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Jun 29, 2021

Amazing!

创建者 Hasindri S W

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May 6, 2021

the best

创建者 Musa B

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Feb 13, 2021

Amazing.

创建者 Efecan A

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Nov 7, 2020

PERFECT!

创建者 Leone V E

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Oct 21, 2020

exelente

创建者 Malèk R

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Sep 12, 2020

Good Job