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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

BA

May 31, 2020

Very good course, useful and smart. Some of the example are on tensorflow 1 but I think that they will update them soon to keras tf2 Thank you!I will pass on what I have learned here to undergrads :)

DH

Apr 26, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

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5651 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5675 个评论（共 7,286 个）

创建者 Mohamed H Y

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Apr 28, 2018

very good

创建者 Amarpreet S

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Apr 1, 2018

Excellent

创建者 Sim K

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Mar 31, 2018

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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

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Dec 2, 2017

very good

创建者 姚朴健

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Nov 27, 2017

very good

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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