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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

BA

May 31, 2020

Very good course, useful and smart. Some of the example are on tensorflow 1 but I think that they will update them soon to keras tf2 Thank you!I will pass on what I have learned here to undergrads :)

DH

Apr 26, 2020

Everything, Everyparameter in neural networks looks familiar to me now. I feel like I can optimize them for better accuracy. Overall I learned some new things and the way of teaching was really nice.

筛选依据：

5476 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5500 个评论（共 7,286 个）

创建者 区冠文

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Sep 1, 2019

条理清晰，收益匪浅！

创建者 尤玥

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Aug 4, 2019

very nice!

创建者 IK O

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Jul 30, 2019

Excellent.

创建者 Wenyu S

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Jul 29, 2019

Thank you!

创建者 龚子轩

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Jun 13, 2019

EXcellent!

创建者 Dylan S

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Apr 19, 2019

Excellent!

创建者 Марчевский В Д

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Apr 19, 2019

Very well!

创建者 Wenhui T

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Apr 9, 2019

Very nice.

创建者 최진혁

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Mar 11, 2019

very good!

创建者 Hyeon S J

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Mar 5, 2019

Very Nice!

创建者 荣灿

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Feb 27, 2019

excellent!

创建者 Gregory R G J

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Feb 9, 2019

Thumbs Up!

创建者 Arun R

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Feb 5, 2019

Very good.

创建者 Haris M

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Jan 25, 2019

Pure Gold!

创建者 Sameerkumar_Ramakameshwara v

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Jan 15, 2019

Oustanding

创建者 LeslieJ

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Dec 10, 2018

thanks all

创建者 Laurence C

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Nov 23, 2018

Excellent!

创建者 Tejas S S

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Nov 7, 2018

Wonderful!

创建者 mvpzhao

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Nov 6, 2018

very good.

创建者 Pawel B

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Nov 1, 2018

thanksssss

创建者 Kyle Z

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Oct 9, 2018

g

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!

创建者 Satyam S

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Sep 25, 2018

Excellent!

创建者 Jonathan

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Sep 15, 2018

很有用，讲解也很到位

创建者 Matthew R B

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Sep 11, 2018

Excellent.

创建者 wangshunji

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Sep 10, 2018

very good!