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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：

5751 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5775 个评论（共 7,283 个）

创建者 Arijit B

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May 15, 2021

Amazing

创建者 许瑶瑶

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Apr 17, 2021

perfect

创建者 ankit k

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Apr 14, 2021

must do

创建者 zhuxiaowei

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Apr 10, 2021

Nice!!!

创建者 ANURAG B

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Dec 22, 2020

Awesome

创建者 Muhamad Z F

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Oct 29, 2020

awesome

创建者 Виталий В

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Aug 23, 2020

perfect

创建者 Alexander C

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Aug 5, 2020

Thanks!

创建者 Suman D

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Jul 29, 2020

awesome

创建者 Jose I L

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Jul 16, 2020

UFFFFFF

创建者 Ingyu L

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Jun 28, 2020

Amazing

创建者 Goutham K K

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Jun 27, 2020

Great.!

创建者 yinlum

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May 31, 2020

AWESOME

创建者 Muhammed A

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May 8, 2020

Perfect

创建者 Darwin S H C

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Apr 18, 2020

Thanks!

创建者 Zhisheng Z

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Mar 14, 2020

gogogo!

创建者 Prabhat K M

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Mar 1, 2020

Amazing

创建者 Lydienne K

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Feb 11, 2020

Thanks.

创建者 Thành C V

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Oct 22, 2019

Great!!

创建者 Eman L E

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Sep 1, 2019

Great !

创建者 taeha k

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Aug 18, 2019

Good~~!

创建者 Prasenjit K

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Jul 26, 2019

So Good

创建者 龚华君

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Jul 18, 2019

Ok 收获良多

创建者 Xiang D

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Jul 5, 2019

学到很多 谢谢