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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

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

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

筛选依据：

5476 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 5500 个评论（共 7,283 个）

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

r

e

a

t

h

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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!

创建者 Abdullah E D

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Sep 8, 2018

thats good

创建者 刘锡明

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Sep 3, 2018

very good!