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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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63,489 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

DD

Mar 28, 2020

I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.

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：

5726 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5750 个评论（共 7,283 个）

创建者 Stefan N

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Aug 13, 2018

Spot on!

创建者 喆 李

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Apr 29, 2018

Asesome!

创建者 张子昂

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Apr 25, 2018

The Best

创建者 neozgx

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Apr 6, 2018

很不错，通俗易懂

创建者 Adit K

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Mar 23, 2018

loved it

创建者 Tim K

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Mar 3, 2018

Love it.

创建者 Sarah W

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Feb 17, 2018

Awesome!

创建者 Bharath

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Dec 29, 2017

Best yet

创建者 mier

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Dec 12, 2017

awesome!

创建者 Thar M H

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Nov 6, 2017

Awesome!

创建者 Ke L

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Oct 23, 2017

exciting

创建者 Abhijeet R P

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Oct 12, 2017

Best! :D

创建者 viper

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Sep 29, 2017

perfect！

创建者 Jeff W H

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Sep 29, 2017

Amazing!

创建者 zhifeng j

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Sep 28, 2017

awesome!

创建者 Shuaifeng Z

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Sep 21, 2017

Perfect！

创建者 geekerryan

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Sep 19, 2017

吴大大棒棒的~~

创建者 Varun R

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Sep 10, 2017

Awesome!

创建者 Oswaldo B F

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Aug 30, 2017

Amazing!

创建者 Liam Y

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Aug 29, 2017

awesome!

创建者 Michael S

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Aug 23, 2017

Awesome!

创建者 Felipe F D R

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Aug 17, 2017

Amazing!

创建者 Zahra S

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Nov 26, 2023

Awesome

创建者 许广峰

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Aug 16, 2021

Thanks

创建者 Abhishek U

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Jun 12, 2021

great !