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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：

5251 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5275 个评论（共 7,283 个）

创建者 Shaik A A

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Mar 30, 2021

Very Helpful

创建者 Hoa N

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Mar 4, 2021

Good course!

创建者 Mohamed A F

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Jan 2, 2021

great course

创建者 Daniel U

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Dec 20, 2020

Excellent!!!

创建者 Veera M R G R

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Dec 2, 2020

Great course

创建者 Nathan D

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Oct 27, 2020

Great Course

创建者 LiangHao

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Oct 8, 2020

Great class!

创建者 Minhazul A

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Sep 17, 2020

just awesome

创建者 Saransh G

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Sep 9, 2020

Great Course

创建者 Mohamed M

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Sep 7, 2020

Thank you ^^

创建者 Abylaikhan Y

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Sep 7, 2020

Good course!

创建者 Sơn N (

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Aug 31, 2020

super useful

创建者 Jyoti P S

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Aug 29, 2020

Thank you :)

创建者 Oriol A L

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Aug 28, 2020

Really good!

创建者 Daoyi G

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Aug 21, 2020

Good course!

创建者 Krystal P

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Aug 3, 2020

Great class!

创建者 Neel A

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Jul 21, 2020

Exceptional!

创建者 Prashant K S

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Jul 7, 2020

Great course

创建者 王天乐

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Jul 6, 2020

Great course

创建者 Francklin R E

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Jun 28, 2020

Great course

创建者 AGNIVA C R

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Jun 27, 2020

Just amazing

创建者 Anand K

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Jun 25, 2020

Great course

创建者 Thong N V

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Jun 19, 2020

great course

创建者 shivam g

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Jun 12, 2020

great course

创建者 Jiaquan P (

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Jun 7, 2020

Learn a lot!