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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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63,493 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：

5701 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5725 个评论（共 7,283 个）

创建者 Aravind R K

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Aug 26, 2020

Amazing!

创建者 Cristhian S

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Aug 18, 2020

Amazing!

创建者 Rafaela M M

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Jul 6, 2020

Awesome!

创建者 NARAIN S M S

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Jun 30, 2020

Loved it

创建者 Semih T

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Jun 10, 2020

Awesome!

创建者 Jaideep R G

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May 21, 2020

Awesome!

创建者 Joe M

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Apr 18, 2020

非常直观的讲解！

创建者 Juno, S C L

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Apr 3, 2020

nice one

创建者 Yan H

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Mar 8, 2020

Awesome!

创建者 Ondar A

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Mar 2, 2020

Perfect!

创建者 Fabrice H T

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Jan 29, 2020

Super!!!

创建者 Venkata k c

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Dec 13, 2019

Good one

创建者 Alexander S

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Jun 27, 2019

Awesome!

创建者 Jose A P L

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Jun 21, 2019

Perfecto

创建者 Shimin Z

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Apr 22, 2019

学习到了很多知识

创建者 Lucifer Z

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Mar 28, 2019

awesome!

创建者 刘少凡

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Mar 9, 2019

Wondeful

创建者 Yash C v

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Feb 3, 2019

Awesome.

创建者 yaomingshan

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Jan 25, 2019

感谢Angrew

创建者 Reshinth A

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Dec 29, 2018

The best

创建者 Sagar J

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Dec 11, 2018

awesome!

创建者 Javier S F

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Dec 1, 2018

Awesome!

创建者 杜忠莲

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Nov 9, 2018

perfect！

创建者 Ashutosh P

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Nov 3, 2018

Awesome!

创建者 Saichand D

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Oct 17, 2018

Amazing!