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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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63,492 个评分

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

AM

Oct 8, 2019

I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation

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

筛选依据：

5526 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5550 个评论（共 7,283 个）

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

•

Oct 20, 2017

recommend！

创建者 Panos B

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Oct 18, 2017

Fantastic!

创建者 ricky a

•

Oct 17, 2017

Just great

创建者 Rui M

•

Oct 9, 2017

Insightful

创建者 Fabrício M B

•

Oct 8, 2017

Excellent.

创建者 Deleted A

•

Oct 6, 2017

Love it!!!

创建者 ryan

•

Sep 24, 2017

Awesome!!!

创建者 黄顺亮

•

Sep 24, 2017

very good!

创建者 Shikun C

•

Sep 20, 2017

brilliant!

创建者 Tibor Z

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Sep 20, 2017

excellent!

创建者 姚佳奇

•

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

•

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

•

Jan 27, 2024

wonderful

创建者 rubin w

•

Aug 25, 2023

very good

创建者 Michael R

•

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

创建者 nguyễn v l

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Apr 15, 2022

very good

创建者 Nam N H

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Jan 21, 2022

Very good