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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

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

NT

Aug 19, 2019

I think this course is great. Because we learn about some definitions about hyperparameters, optimization which are frequently appears in papers or in the functions in some Deep Learning frameworks.

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5926 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5950 个评论（共 7,283 个）

创建者 Dave P

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Oct 10, 2017

Hello

创建者 Shiyuan Z

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Oct 2, 2017

good!

创建者 刘其波

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Oct 2, 2017

good!

创建者 Rafael L

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Sep 26, 2017

I

t

i

s

a

创建者 Hong W

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Sep 24, 2017

Sweet

创建者 Edisson R

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Aug 24, 2017

12/10

创建者 Mohanraj S 2

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Jun 30, 2024

good

创建者 Omm J

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Sep 18, 2023

good

创建者 Kiệt H V T

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Apr 7, 2022

Nice

创建者 1172陳耑任

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Mar 10, 2022

good

创建者 Khoi-Nguyen

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Jan 11, 2022

Good

创建者 张浩然

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Sep 5, 2021

good

创建者 Ulan T

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Aug 14, 2021

good

创建者 322_PRADIPTA C

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Aug 7, 2021

good

创建者 谭博予

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Jul 6, 2021

good

创建者 刘铭

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Jun 28, 2021

good

创建者 Aniruddha B

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Apr 22, 2021

Nice

创建者 GC L

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Feb 17, 2021

good

创建者 Ibadurrahman

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Dec 17, 2020

nice

创建者 Ivri K

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Dec 11, 2020

nice

创建者 Gulnara A

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Oct 15, 2020

Best

创建者 Atrayee C

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Sep 30, 2020

good

创建者 Souvik P

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Sep 29, 2020

good

创建者 Diwakar S

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Sep 27, 2020

good

创建者 Pradeep

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Sep 19, 2020

good