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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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63,494 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

AS

Apr 18, 2020

Very good course to give you deep insight about how to enhance your algorithm and neural network and improve its accuracy. Also teaches you Tensorflow. Highly recommend especially after the 1st course

NC

Aug 18, 2017

Yet another excellent course by Professor Ng! Really helped me gain a detailed understanding of optimization techniques such as RMSprop and Adam, as well as the inner workings of batch normalization.

筛选依据：

4976 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5000 个评论（共 7,283 个）

创建者 Miquel M

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Oct 4, 2017

Excellent course

创建者 Maheedhara S A

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Oct 3, 2017

Very good course

创建者 Brian D

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Sep 30, 2017

Excellent course

创建者 NEERAJ V

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Sep 24, 2017

very interesting

创建者 John W

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Sep 18, 2017

Excellent class.

创建者 钱智盈

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Sep 18, 2017

very good course

创建者 Yi Z

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Sep 13, 2017

It's just great!

创建者 Zhonghua Q

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Sep 10, 2017

讲解的很详细，吴恩达是个好老师。

创建者 lee y h

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Sep 7, 2017

Awesome lecture!

创建者 Bob K

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Sep 5, 2017

Excellent course

创建者 臧博

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Sep 5, 2017

It is very good!

创建者 Rui W

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Aug 23, 2017

still very good!

创建者 naruto

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Aug 20, 2017

very good，thanks

创建者 Gustavo M

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Aug 19, 2017

Excellent Course

创建者 Oleksiy K

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Jun 1, 2023

Amazing course!

创建者 Trung P N

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Jan 10, 2022

It is excellent

创建者 elad i

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Feb 18, 2021

great!!!!!!!!!!

创建者 项宇承

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Feb 1, 2021

greatest course

创建者 Mamanchuk N

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Jan 29, 2021

Very dangerous!

创建者 SHIVAM K

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Jan 10, 2021

Must do course!

创建者 JAEHOON L

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Nov 9, 2020

It was perfect!

创建者 sai k

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Oct 24, 2020

Great Course!!!

创建者 Sai K

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Sep 6, 2020

Best Course!!!!

创建者 Diego A Z A

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Aug 7, 2020

Excelente curso

创建者 Abdelrahman D

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Aug 1, 2020

Amazing course!