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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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5526 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5550 个评论（共 7,286 个）

创建者 王鑫

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Nov 23, 2017

very good!

创建者 邵洋

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Nov 21, 2017

very nice!

创建者 Daniel V

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Nov 13, 2017

awesome!!!

创建者 free_siemens

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Oct 26, 2017

impressive

创建者 Jiameng P

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Oct 20, 2017

recommend！

创建者 Panos B

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Oct 18, 2017

Fantastic!

创建者 ricky a

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Oct 17, 2017

Just great

创建者 Rui M

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Oct 9, 2017

Insightful

创建者 Fabrício M B

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Oct 8, 2017

Excellent.

创建者 Deleted A

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Oct 6, 2017

Love it!!!

创建者 ryan

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Sep 24, 2017

Awesome!!!

创建者 黄顺亮

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Sep 24, 2017

very good!

创建者 Shikun C

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Sep 20, 2017

brilliant!

创建者 Tibor Z

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Sep 20, 2017

excellent!

创建者 姚佳奇

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Sep 14, 2017

Very good!

创建者 fgcook

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Sep 1, 2017

理解更深了一层，很好

创建者 Richard S

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Aug 24, 2017

Excellent!

创建者 Wei W

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Aug 23, 2017

very good.

创建者 Hoa N

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Aug 23, 2017

Thank you!

创建者 Umar R

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Nov 3, 2024

Very good

创建者 Hossein A

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Jan 27, 2024

wonderful

创建者 rubin w

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Aug 25, 2023

very good

创建者 Michael R

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Aug 7, 2023

excellent

创建者 Shreejan S

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Jun 23, 2022

The best.

创建者 abdelwahhab k

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Jun 10, 2022

WONDERFUL