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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：

5426 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5450 个评论（共 7,283 个）

创建者 LiuGuotai

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Oct 3, 2017

good lesson

创建者 Sandeep M

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Oct 1, 2017

Nice course

创建者 李少芃

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Sep 30, 2017

Excellent !

创建者 张琪

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Sep 14, 2017

老师讲的很细，受益很多

创建者 Hamza A

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Aug 21, 2017

Excellent !

创建者 yining

•

Aug 19, 2017

outstanding

创建者 吴凡

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Aug 16, 2017

very good!!

创建者 Santiago M

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Sep 28, 2024

Me encanto

创建者 Gülşah K

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Sep 20, 2024

wonderfull

创建者 1437_ANKIT T

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Sep 13, 2023

Excellent!

创建者 BISHWANATH J

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Sep 5, 2023

Over Power

创建者 Xiaolin W

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Mar 23, 2023

Thank you!

创建者 赵毅

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Dec 3, 2022

Thank you!

创建者 Akomévègni S

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Aug 2, 2022

Excellent

创建者 최정식

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May 14, 2022

Thank you.

创建者 薛舒心

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May 1, 2022

Thank you!

创建者 徐洁

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May 1, 2022

Thank you!

创建者 liubingxin

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Apr 16, 2022

very well！

创建者 Zelin W

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Jan 20, 2022

Thank you!

创建者 Qi S

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Jan 19, 2022

Thank you!

创建者 Chen

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Jan 8, 2022

Thank you!

创建者 Xin Y

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Jan 1, 2022

Thank you!

创建者 Shaofei Q

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Nov 29, 2021

Thank you!

创建者 Yi C

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Oct 22, 2021

Thank you!

创建者 Quan Y

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Oct 21, 2021

Thank you!