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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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63,489 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

DD

Mar 28, 2020

I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.

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：

7001 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 7025 个评论（共 7,283 个）

创建者 ashwin m

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Jun 30, 2019

Very nice,good learning

创建者 Manuel F M R

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Dec 27, 2018

Good job! Thanks a lot.

创建者 Georgios K

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Feb 22, 2018

A great course as well.

创建者 ASTRID J V M

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May 5, 2022

a Little hard concepts

创建者 Mayuresh p

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Jun 22, 2020

Course is really good.

创建者 Aman B

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May 28, 2020

Simply Great course!!!

创建者 suraj s

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Jun 22, 2019

It was amazing course.

创建者 Anna K W

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Aug 15, 2018

homeworks too simple!!

创建者 Wurihan

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Mar 4, 2018

有点难懂，不过通过编程练习依然学到很多东西。

创建者 김진수

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Feb 18, 2019

This course was good.

创建者 Ruiming D

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Jun 17, 2018

some kind of abstract

创建者 侯凌

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Dec 1, 2017

Need slides and notes

创建者 石诚

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Nov 21, 2017

week 3 has some typos

创建者 Amardip G

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Apr 22, 2019

Useful for Debugging

创建者 Cosmin D

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Oct 10, 2018

Good course overall!

创建者 Onkar P

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Dec 29, 2017

Another Great Course

创建者 Eamonn G

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Sep 3, 2019

Overall good class.

创建者 Gerrit V

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Aug 19, 2019

Sometimes quit slow

创建者 Chin-Wei W

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Aug 5, 2023

Can be more clear.

创建者 Shukrullo N

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Apr 12, 2021

Time well-spent ))

创建者 Vaibhav v s

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May 15, 2020

Awesome content...

创建者 배병선

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Mar 25, 2020

Good for beginners

创建者 akshay v

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Jun 28, 2019

a little difficult

创建者 shudhatma

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Jun 17, 2018

A very good course

创建者 CHANGHYUN A

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Mar 31, 2021

excellent lecture