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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：

4501 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4525 个评论（共 7,283 个）

创建者 Debrup D

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Dec 24, 2020

THANK YOU ANDREW NG SIR

创建者 曾建霖

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Dec 21, 2020

it is really good!!!!!!

创建者 Gaurav K

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Oct 16, 2020

very good course to do.

创建者 Apurv T

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Aug 26, 2020

Very informative course

创建者 Rajesh P

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Aug 19, 2020

Very helpful course !!!

创建者 Ashish B

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Aug 16, 2020

Thanks a lot coursera!!

创建者 Behzad M

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Jul 20, 2020

This course is AWESOME!

创建者 Sarvajeet H (

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Jun 29, 2020

Andrew N.G. is the best

创建者 Francis O

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May 31, 2020

This is a great course!

创建者 MOURAD B

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May 12, 2020

it's a good explanation

创建者 Prem k

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May 8, 2020

learned a lot of things

创建者 Shankar M

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May 4, 2020

Andrew Rocks as always!

创建者 Swapneel P

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Apr 30, 2020

Well taught! Thank you!

创建者 Geo T

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Apr 21, 2020

Excellent. Great Thanks

创建者 Paul M

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Apr 16, 2020

Excellent, thank you !!

创建者 Jun Y

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Feb 2, 2020

very clear explaination

创建者 Indrajit G

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Dec 13, 2019

Great course Andrew Sir

创建者 Ziyad S

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Oct 8, 2019

very theoritic and easy

创建者 Junqi L

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Jun 21, 2019

Nice Course! I love it!

创建者 Jayesh R V

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Jun 5, 2019

Very clear and precise.

创建者 Federico A G C

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Mar 30, 2019

Fantastic in every way!

创建者 Gabriel L

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Mar 29, 2019

another fantastic entry

创建者 Yehua Y

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Mar 5, 2019

perfect lessons, thanks

创建者 Anurag V

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Mar 3, 2019

Andrew NG is awesome...

创建者 Erick A

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Feb 16, 2019

Great, really enjoy it.