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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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5951 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5975 个评论（共 7,286 个）

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

创建者 Nitesh N

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Sep 11, 2020

cool

创建者 Sumera H

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Sep 1, 2020

good

创建者 CHAFIK B

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Aug 24, 2020

good

创建者 Muhammad T S

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Aug 22, 2020

Nice

创建者 Debabrata B

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Aug 1, 2020

Nice

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Jul 25, 2020

good

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Jul 14, 2020

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Jul 2, 2020

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创建者 BALAJI.V

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Jun 28, 2020

Good

创建者 [email protected]

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Jun 16, 2020

good

创建者 17MI556 R L S

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Jun 12, 2020

Best

创建者 Sudhakar R N

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May 11, 2020

good

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May 10, 2020

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May 6, 2020

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Apr 21, 2020

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创建者 Steven

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Apr 12, 2020

good

创建者 zhaoxinyang

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Mar 16, 2020

NIce

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Feb 10, 2020

nice

创建者 Tao N

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Feb 8, 2020

good

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Jan 9, 2020

Good

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Jan 6, 2020

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创建者 VENKATESAN S

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Nov 6, 2019

good