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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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5651 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5675 个评论（共 7,283 个）

创建者 Sim K

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Mar 31, 2018

G

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a

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b

创建者 Sahil S

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Mar 23, 2018

Excellent

创建者 German N

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Mar 13, 2018

Excellent

创建者 kms g

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Mar 4, 2018

awesome!!

创建者 Yash R S

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Feb 24, 2018

Excellent

创建者 Eugene W

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Feb 23, 2018

Excellent

创建者 jinil c

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Jan 27, 2018

Excellent

创建者 Taekyung H

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Jan 20, 2018

Thank you

创建者 saukhin s

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Jan 19, 2018

top class

创建者 chenchang

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Jan 13, 2018

very Good

创建者 Nandigama V

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Jan 1, 2018

Excellent

创建者 omar v

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Dec 24, 2017

Excellent

创建者 王琳娜

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Dec 17, 2017

very good

创建者 龙宪磊

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Dec 9, 2017

very good

创建者 Jie Z

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Dec 5, 2017

Excellent

创建者 Ding, x

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Dec 2, 2017

excellent

创建者 P S P R

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Dec 2, 2017

very good

创建者 姚朴健

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Nov 27, 2017

very good

创建者 SAKURA

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Nov 19, 2017

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创建者 hugo

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Nov 9, 2017

wonderful

创建者 Andrés R d V

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Oct 31, 2017

Very good

创建者 chun

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Oct 24, 2017

very good

创建者 Michel-Alexandre C

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Oct 24, 2017

Excellent

创建者 陈尚伟

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Oct 8, 2017

Ng出品，必属精品

创建者 超 宋

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Oct 7, 2017

very nice