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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

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

RR

Jun 12, 2020

Could have increased assignments and some more indepth knowledge of tensorflow and proper installation way of tensorflow cause mine is showing error when iam trying to practice as shown in the video

筛选依据：

4251 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4275 个评论（共 7,283 个）

创建者 Phil M

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Nov 3, 2023

Great started for AI learning

创建者 Ata M

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Mar 19, 2023

Great Instructor, nice course

创建者 Ngọc L L

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Sep 18, 2021

Powerful course, tks so much!

创建者 Djamel M

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May 18, 2021

Very good course by Andrew Ng

创建者 Mudit G

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Nov 22, 2020

Very detailed oriented course

创建者 Sairengpuia S

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Sep 18, 2020

The course is really awesome.

创建者 Mario L S D

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Sep 17, 2020

Very Useful course. Thank you

创建者 Sanket D

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Aug 9, 2020

Very Informative and Detailed

创建者 Dawood I

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Jun 3, 2020

Can`t get any better. Awesome

创建者 Shashti K N M

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May 30, 2020

This was an excellent course.

创建者 Tariq M

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May 17, 2020

Thank You to all team members

创建者 Jaeyong J

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May 9, 2020

Great lecture with exercises!

创建者 Byambadorj M

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May 6, 2020

a great course for beginners.

创建者 Eleonora

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Apr 18, 2020

Clear and practical, loved it

创建者 Seongwuk, H

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Apr 17, 2020

This is perfect class for me.

创建者 Naveen S P

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Mar 30, 2020

It's Excellent experience !!!

创建者 ding x

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Mar 10, 2020

Very good, I get much help!!!

创建者 Ivan C

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Nov 20, 2019

very informative and thorough

创建者 NITIN S

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Nov 17, 2019

the most important one of all

创建者 Adrien B

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Oct 9, 2019

Every thing is cristal clear!

创建者 sourav b

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Sep 25, 2019

Course Materials are awesome.

创建者 Moaz M

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Jun 24, 2019

Exceptionally awesome course!

创建者 dhananjay v

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May 3, 2019

Andrew Neg is a simple genius

创建者 Yang G

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Jul 24, 2018

Very useful for practitioners

创建者 李润华

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Jul 4, 2018

good lessons, really like it!