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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：

5301 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5325 个评论（共 7,283 个）

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!

创建者 唐志强

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Aug 7, 2018

Thanks a lot

创建者 杨潇

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Jul 26, 2018

really great