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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

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

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：

4551 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4575 个评论（共 7,283 个）

创建者 Aakash R

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Jul 29, 2021

Great course, loved it

创建者 Nguyễn H V

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Feb 1, 2021

Thanks to Mr Andrew Ng

创建者 Alper D

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Oct 27, 2020

Thanks for everything!

创建者 Mohit S

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Jul 14, 2020

bovvj saras course che

创建者 Zhongxuan W

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Jul 11, 2020

Let's just continue!!!

创建者 chihwing

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Jun 13, 2020

study hard continually

创建者 Anusha K

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May 2, 2020

A mind blowing course.

创建者 Anup B

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Apr 24, 2020

It was a great course.

创建者 Itai D

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Apr 4, 2020

Great course thank you

创建者 Abhilash M

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Mar 1, 2020

Very practical course!

创建者 Mars W

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Dec 20, 2019

thx ,very good course.

创建者 Mamedov M

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Oct 15, 2019

Thanks! All is perfect

创建者 RICHIK G

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Sep 17, 2019

full course is amazing

创建者 Tristan S

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Aug 10, 2019

very insightful course

创建者 Gustavo A O M

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Jul 24, 2019

Incredibly satisfying!

创建者 Haoran L

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Jul 10, 2019

Learned a lot. Thanks!

创建者 Fabian M R M

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Jun 16, 2019

really complete course

创建者 Evrim K Ö

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May 24, 2019

It was a great course!

创建者 장수영

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May 12, 2019

Thanks to teaching me!

创建者 Takato K

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Apr 10, 2019

Greate Course!! thx :)

创建者 Saber E

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Apr 1, 2019

Thanks, Great course !

创建者 Yue E

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Feb 23, 2019

Gracias, gran curso :)

创建者 Oukaci

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Jan 23, 2019

Very very excellent !!

创建者 Maxim D

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Nov 25, 2018

Wery usefull and clear

创建者 毛怡帆

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Oct 2, 2018

I love teacher Andrew！