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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：

4726 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4750 个评论（共 7,283 个）

创建者 Mohamed A

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Oct 4, 2020

great explanation!

创建者 Nelson J B F

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Aug 23, 2020

Excepcional course

创建者 Pillalamarri G K

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Jul 13, 2020

Really great stuff

创建者 Muhammad B Z R

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Jun 29, 2020

I've learnt a lot!

创建者 ACECOM I

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Jun 13, 2020

MI CAMINO NINJA :D

创建者 Abhinav S

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Jun 10, 2020

Awesome learning !

创建者 Nitheese T

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May 14, 2020

again...a good one

创建者 Mohamed E

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May 6, 2020

Great as usual (Y)

创建者 Mario H

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May 2, 2020

Excellent material

创建者 A H

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Apr 30, 2020

Exceptional Course

创建者 chakilam p k

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Apr 27, 2020

week 2 is soo good

创建者 Prerak M

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Apr 20, 2020

outstanding course

创建者 Jérémie D

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Apr 7, 2020

Great content, thx

创建者 Gaurav S

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Apr 7, 2020

good for beginners

创建者 Jack C

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Mar 17, 2020

Simply exceptional

创建者 Chinmaya H

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Dec 8, 2019

Most interesting!!

创建者 Menaka P A

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Nov 11, 2019

Very Tough content

创建者 Jose P

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Sep 29, 2019

Very good overall.

创建者 陈宇轩

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Sep 22, 2019

really impressive!

创建者 Deleted A

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Sep 19, 2019

Loved this course.

创建者 Boris G A

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Aug 17, 2019

lee is the best :D

创建者 Deepak S

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Jul 11, 2019

great explanations

创建者 Nawal S

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Jul 1, 2019

Amazing experience

创建者 Christopher T

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Jun 1, 2019

Really enjoyed it!

创建者 wolf

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May 21, 2019

great and detialed