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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：

6001 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 6025 个评论（共 7,283 个）

创建者 Yash R

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Apr 12, 2018

mast

创建者 Mayur V

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Apr 8, 2018

dope

创建者 Lie C

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Feb 27, 2018

nice

创建者 铜 高

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Jan 24, 2018

Cool

创建者 Hao H

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Jan 7, 2018

nice

创建者 Leo D

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Jan 6, 2018

good

创建者 skyfacon

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Dec 6, 2017

nice

创建者 Duoxiao C

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Nov 16, 2017

good

创建者 Seungsoo L

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Nov 9, 2017

good

创建者 李少辉

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Nov 2, 2017

收获良多

创建者 Цхондия Г А

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Oct 5, 2017

cool

创建者 bo

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Sep 18, 2017

感谢NG

创建者 马明

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Sep 18, 2017

good

创建者 GAOBO C

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Sep 15, 2017

Good

创建者 TianPing

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Aug 24, 2017

很不错！

创建者 Xiangning C

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Aug 16, 2017

比较简单

创建者 Estate L

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Oct 16, 2020

You

创建者 Kouassi K J M

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Apr 30, 2020

bon

创建者 樊睡懒觉

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Apr 14, 2020

非常好

创建者 华卓隽

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May 8, 2019

666

创建者 Carlos S

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Dec 16, 2018

Ok.

创建者 Kaustubh D

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Oct 4, 2018

Wow

创建者 str0e

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Sep 7, 2018

ok!

创建者 Matteo I

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Aug 25, 2018

wow