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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：

7051 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 7075 个评论（共 7,283 个）

创建者 alex g

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May 13, 2018

great course

创建者 HUSSEIN A M

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Jul 24, 2021

Nice Course

创建者 yashas c

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May 17, 2021

It was nice

创建者 Lili W

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Aug 16, 2018

Good course

创建者 Raghavendra R

•

Feb 5, 2018

Nice Course

创建者 JaesungHuh

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Aug 20, 2017

Good course

创建者 Abdul-wahab M

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Feb 9, 2025

is alright

创建者 Mirta M R H

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Jul 20, 2020

Muy bueno!

创建者 Yashika S

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Sep 10, 2019

tough one

创建者 Mor K

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Aug 30, 2019

excellent

创建者 Luis E O

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May 17, 2019

Excelente

创建者 Yuriy B

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Apr 3, 2018

Thank you

创建者 MD. E k

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Apr 30, 2020

was good

创建者 Suman D

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Jul 27, 2018

Awesome.

创建者 Davit K

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Jul 13, 2018

easy bb

创建者 刘倬瑞

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Nov 2, 2017

helpful

创建者 Suraj P

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Jul 17, 2020

Great!

创建者 SUMIT Y

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Jul 4, 2020

NICE!!

创建者 qiaohong

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Oct 27, 2019

作业过于简单

创建者 Sonia D

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Jan 29, 2019

Useful

创建者 DEEPOO M

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Jul 18, 2020

great

创建者 Johannes C

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Aug 29, 2017

Good!

创建者 Pallavi N

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Jun 26, 2022

Nice

创建者 Aditya S

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Aug 9, 2019

good

创建者 Łukasz Z

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May 2, 2019

bugs