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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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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

BA

May 31, 2020

Very good course, useful and smart. Some of the example are on tensorflow 1 but I think that they will update them soon to keras tf2 Thank you!I will pass on what I have learned here to undergrads :)

DH

Apr 26, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

筛选依据：

5301 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5325 个评论（共 7,286 个）

创建者 Illia K

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May 17, 2019

very useful!

创建者 郑笙桦

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Apr 14, 2019

Means a lot.

创建者 Haoqiu W

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Mar 30, 2019

nice teacher

创建者 Anchal S

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Mar 17, 2019

Geate Course

创建者 Almir I

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Mar 9, 2019

Great course

创建者 任华琛

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Feb 1, 2019

very helpful

创建者 Deleted A

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Jan 27, 2019

Great course

创建者 RAMA R R

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Jan 27, 2019

Great Course

创建者 Kaiqiang W

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Jan 26, 2019

Pretty Good！

创建者 Shravan M

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Jan 17, 2019

Thank You!!!

创建者 David

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Jan 15, 2019

Very Useful!

创建者 Lakshmi N S

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Jan 14, 2019

Nice course.

创建者 Ahmed D

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Jan 13, 2019

very amusing

创建者 Dhananjay O

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Jan 7, 2019

great course

创建者 To P H

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Jan 1, 2019

Great course

创建者 洪天悦

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Dec 24, 2018

Good content

创建者 sag s

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Dec 1, 2018

Just AWESOME

创建者 T, K

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Nov 3, 2018

Nice Course!

创建者 Yanxiang Y

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Oct 26, 2018

Best course!

创建者 Xu T

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Oct 18, 2018

very useful.

创建者 Udit S

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Oct 9, 2018

Great course

创建者 eralpozcan

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Sep 23, 2018

Andrew Ng <3

创建者 Wojciech P

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Sep 11, 2018

Great course

创建者 Dalai Y

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Sep 7, 2018

Very useful!

创建者 anupam b

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Aug 7, 2018

Good part 2!