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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

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

NT

Aug 19, 2019

I think this course is great. Because we learn about some definitions about hyperparameters, optimization which are frequently appears in papers or in the functions in some Deep Learning frameworks.

筛选依据：

5801 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5825 个评论（共 7,283 个）

创建者 Zhihui F

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Nov 29, 2017

perfect

创建者 Imtiaz K

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Nov 28, 2017

perfect

创建者 Washing L

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Nov 21, 2017

Useful.

创建者 Akshay M

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Oct 29, 2017

awesome

创建者 Priyank R S

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Oct 24, 2017

Awesome

创建者 guanghuiqi

•

Oct 16, 2017

改善神经网络，

创建者 雷后超

•

Oct 12, 2017

老师讲的非常好

创建者 Oleg D

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Oct 1, 2017

awsome!

创建者 anurag t

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Sep 30, 2017

awesome

创建者 Rongjun L

•

Sep 20, 2017

非常棒的课程。

创建者 douxiao

•

Sep 20, 2017

课程内容不错！

创建者 Joshua L

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Sep 2, 2017

Amazing

创建者 书生杨

•

Aug 20, 2017

perfect

创建者 Anas I E

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Jan 15, 2024

Great!

创建者 amir k

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Jul 2, 2022

great!

创建者 spactempo

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Jan 28, 2022

Great

创建者 Natthakorn K

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Sep 14, 2021

Greek.

创建者 Tanishka M

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Apr 11, 2021

Great!

创建者 PRASAD D

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Sep 2, 2020

Thanks

创建者 Mahin

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Jul 31, 2020

Superb

创建者 Dave L

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Jul 9, 2020

good !

创建者 Adilson J J C

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May 20, 2020

THAMKS

创建者 Mohamed Z K

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Apr 26, 2020

Thanks

创建者 Daniel B

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Apr 22, 2020

Lovely

创建者 Mohammad J P

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Mar 27, 2020

Great!