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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：

4901 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4925 个评论（共 7,283 个）

创建者 Ahmad S

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Mar 29, 2020

Great Course (y)

创建者 Santosh M

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Mar 29, 2020

Excellent course

创建者 Mohan B

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Feb 29, 2020

very informative

创建者 Deep G

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Feb 12, 2020

Amazing content!

创建者 Shilong L

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Jan 5, 2020

best course ever

创建者 Ankur S

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Dec 30, 2019

Wonderful Course

创建者 keerthi k

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Dec 15, 2019

excellent course

创建者 Jing-Lun H

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Dec 14, 2019

Thank you a lot!

创建者 Arumugam M

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Nov 23, 2019

Excellent Course

创建者 Abhishek S

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Nov 5, 2019

Was very helpful

创建者 Sharath K S

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Oct 30, 2019

Very good course

创建者 YOGESH S

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Sep 23, 2019

Great Course!!!!

创建者 Tales M

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Sep 21, 2019

very good course

创建者 Udith D B H

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Sep 10, 2019

The best course.

创建者 Yotsawan C

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Sep 1, 2019

highly recommend

创建者 Xinghua J

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Aug 28, 2019

very use course.

创建者 ANKUR G

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Aug 21, 2019

very informative

创建者 Amal J

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Aug 13, 2019

Brilliant course

创建者 Vamsi K G

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Jul 31, 2019

In Depth content

创建者 Arnav B

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Jul 8, 2019

great learning!!

创建者 Marcos C

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Jun 23, 2019

Great! course!!!

创建者 William G

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Jun 18, 2019

Awesome course !

创建者 yi h

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Jun 13, 2019

thank you andrew

创建者 张新会

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Jun 6, 2019

课程非常棒，细节解释的非常详细。

创建者 Enrique C

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Mar 3, 2019

Excellent course