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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

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

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

筛选依据：

4376 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4400 个评论（共 7,283 个）

创建者 Cong Z

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Sep 13, 2017

Excellent pace and material

创建者 fengchang

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Sep 13, 2017

very good course, thank you

创建者 Dhileeban K

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Aug 27, 2017

Gives excellent intuitions.

创建者 Siddhartha B

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Aug 27, 2017

Awesome course as expected.

创建者 Fernando N

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Jun 6, 2023

Andrew is a great teacher!

创建者 Hakwoo K

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Oct 12, 2021

GREAT CONCEPTUAL LEARNING!

创建者 Rahimulla A K

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Jun 30, 2021

Very well explained course

创建者 Atanu C

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Feb 22, 2021

The best course I ever had

创建者 Leonardo S N

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Dec 26, 2020

Super, extremelly good !!!

创建者 Enrique A

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Nov 22, 2020

Mil gracias maestro Andrew

创建者 SACHIN

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Oct 30, 2020

Great course.Just loved it

创建者 Carlos S V A

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Aug 22, 2020

Muy práctico y entretenido

创建者 Xiaoyu B

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Aug 13, 2020

Great Learning Experience!

创建者 Trupen

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Jul 11, 2020

Please refer to course 1;)

创建者 Archie d

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Jun 24, 2020

Best deep learning series!

创建者 Mark S

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Jun 23, 2020

Great Learning Experience!

创建者 HASAN M

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Apr 14, 2020

Thank you for every thing.

创建者 Navneet K

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Apr 11, 2020

I learnt lot of new stuffs

创建者 Alok V

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Mar 10, 2020

Very well organized course

创建者 Truong H

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Feb 25, 2020

Thank for dedicated course

创建者 ANUJ L

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Oct 26, 2019

As usual "The Best Course"

创建者 Ka L W

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Jul 18, 2019

Exceptionally good course!

创建者 Manik G

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Jul 1, 2019

Very helpful, Thank you :)

创建者 Virender p s

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Jun 24, 2019

Thank You for this course!

创建者 Hui L

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Jun 2, 2019

Very useful and practical!