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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：

5126 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5150 个评论（共 7,283 个）

创建者 donaghy X

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Nov 29, 2017

很有用，让我很容易就入门了。

创建者 Nikhil G

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Nov 27, 2017

Just Fantastic

创建者 Mohamed A A

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Nov 24, 2017

Perfect course

创建者 Ho K L

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Nov 18, 2017

It helps a lot

创建者 John S

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Oct 28, 2017

Excellent work

创建者 anuj s

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Oct 18, 2017

Awesome Course

创建者 Ahmed E S A H

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Oct 15, 2017

Amazing course

创建者 Shubham

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Sep 26, 2017

Simply awesome

创建者 Cristian E M V

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Sep 22, 2017

A good curse!!

创建者 Keith M

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Sep 20, 2017

Always Great!!

创建者 Dave P

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Sep 15, 2017

Great insights

创建者 R.Athindran

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Sep 7, 2017

Useful course.

创建者 Ryan L

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Aug 24, 2017

great course o

创建者 Ilya J

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Feb 12, 2023

very helpfull

创建者 yanzheng x

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Jul 10, 2022

Great course!

创建者 Larsen C

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Oct 26, 2021

Great course!

创建者 Ramazan Ö Ç

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Oct 22, 2021

it is awesome

创建者 snigdha m

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Feb 4, 2021

Nice learning

创建者 Dimitris K

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Dec 28, 2020

Great course.

创建者 Leon M W

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Dec 23, 2020

great course!

创建者 Harsh S

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Nov 18, 2020

great courses

创建者 Thomas F

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Nov 9, 2020

Great course!

创建者 HAMZA Y

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Oct 21, 2020

Great course!

创建者 Adarsh W

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Oct 19, 2020

Very Helpful.

创建者 Devalin D (

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Oct 18, 2020

Great course!