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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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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：

5626 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5650 个评论（共 7,283 个）

创建者 Deleted A

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Mar 30, 2019

Excellent

创建者 Matthew J B

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Mar 29, 2019

Fantastic

创建者 jinpengcheng

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Feb 18, 2019

excellent

创建者 Yannik L

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Jan 9, 2019

Excellent

创建者 黄怡欣

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Dec 11, 2018

very good

创建者 韩颖君

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Nov 1, 2018

VERY GOOD

创建者 郑睿

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Oct 26, 2018

very well

创建者 Pankaj P S

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Oct 6, 2018

Loved it!

创建者 Jian H

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Oct 2, 2018

fantastic

创建者 SHASHANK P

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Sep 23, 2018

EXCELLENT

创建者 ignacio v

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Sep 14, 2018

Ng rocks!

创建者 Ethan

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Sep 1, 2018

Great sir

创建者 Al T

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Aug 30, 2018

Excellent

创建者 Zheng Z

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Aug 25, 2018

Very good

创建者 Thomas A

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Aug 17, 2018

excellent

创建者 nish2288

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Jul 20, 2018

Awesome !

创建者 Fran T

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Jul 9, 2018

Loved it!

创建者 Rajdeep

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Jun 17, 2018

Thank you

创建者 Mohammad H

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Jun 12, 2018

Practical

创建者 Trevor J

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Jun 2, 2018

Excellent

创建者 刘诗晗

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May 23, 2018

very good

创建者 Shujjat A

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May 8, 2018

Fantastic

创建者 尹子龙

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May 1, 2018

i like it

创建者 Mohamed H Y

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Apr 28, 2018

very good

创建者 Amarpreet S

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Apr 1, 2018

Excellent