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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：

4451 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4475 个评论（共 7,283 个）

创建者 Mohan S

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Jan 22, 2018

Very Good Course to take.

创建者 训强 陶

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Jan 7, 2018

Thank you for your class.

创建者 Ariful I M

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Oct 31, 2017

very good course. enjoyed

创建者 Li L

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Oct 26, 2017

Very interesting projects

创建者 WANG G

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Oct 22, 2017

Thanks, it's very useful.

创建者 Nikolai K

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Oct 3, 2017

Great intro to tensorflow

创建者 Jihoon K

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Oct 2, 2017

Incredibly nice as usual!

创建者 sonyfe25cp

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Sep 30, 2017

very nice course! Thanks!

创建者 Christian H

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Sep 29, 2017

short but nice overview !

创建者 卢润坤

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Sep 13, 2017

very good， very helpful!

创建者 Diego V

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Sep 12, 2017

Great introduction to TF!

创建者 Hemant B

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Sep 8, 2017

great course, worth doing

创建者 Jelena M S

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Jul 26, 2022

Great and useful course!

创建者 TUẤN N Đ

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Jul 17, 2022

thank you instructors <3

创建者 Sandeep K

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Jan 24, 2022

It was very good course.

创建者 Saeed A

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Oct 3, 2021

Thanks for your guidance

创建者 Martin G M

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Jul 31, 2020

This Course is excellent

创建者 Alexander J

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Jul 10, 2020

Really love this course!

创建者 Aytan K

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May 8, 2020

insightful and practical

创建者 Zhipeng L

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Apr 27, 2020

Very instructive course!

创建者 Yuqicheng Z

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Feb 9, 2020

einfach super, wie immer

创建者 Akshay R

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Nov 10, 2019

Also incredibly relevant

创建者 Sourav S

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Nov 8, 2019

Thank You for the course

创建者 Julian O G

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Jul 3, 2019

Muy completo y didactico

创建者 yasser s

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Mar 30, 2019

Thank you! Very helpful!