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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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63,493 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：

5551 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5575 个评论（共 7,283 个）

创建者 Anuradha S

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Oct 21, 2021

Excellent

创建者 Wing C T

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Sep 28, 2021

Very good

创建者 陆瀚哲

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Aug 12, 2021

Very good

创建者 Yang Y

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Jul 20, 2021

excellent

创建者 Thuận N M

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Jul 2, 2021

excellent

创建者 杜广浩

•

Apr 19, 2021

希望翻译能更进一步

创建者 Ricardo F

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Apr 16, 2021

Excelent!

创建者 Rodrigo M

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Mar 29, 2021

Excelente

创建者 胡郢浩

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Mar 10, 2021

very good

创建者 Justin O

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Jan 26, 2021

Fantastic

创建者 Eduardo T

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Nov 11, 2020

Muy bien!

创建者 Cristian C

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Sep 23, 2020

Excellent

创建者 M. H A P

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Sep 21, 2020

Excellent

创建者 SWAPNA R P

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Sep 11, 2020

excellent

创建者 Giovany G

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Aug 14, 2020

Excellent

创建者 Sagar L

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Aug 13, 2020

Excellent

创建者 Carlos

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Jul 21, 2020

Fantastic

创建者 David K

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Jul 17, 2020

Loved it!

创建者 akula k

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Jun 28, 2020

excellent

创建者 Pragati P

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Jun 26, 2020

Excellent

创建者 Sangitha P

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Jun 19, 2020

Excellent

创建者 jiangzhen

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Jun 16, 2020

so great!

创建者 FuWuJia

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Jun 15, 2020

very good

创建者 Pritam R

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Jun 9, 2020

Pure Gold