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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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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

BA

May 31, 2020

Very good course, useful and smart. Some of the example are on tensorflow 1 but I think that they will update them soon to keras tf2 Thank you!I will pass on what I have learned here to undergrads :)

DH

Apr 26, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

筛选依据：

4376 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4400 个评论（共 7,286 个）

创建者 Jun W

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Sep 19, 2017

Still the best of the best!

创建者 Nir D

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Sep 19, 2017

Very clear and interesting!

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 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 :)