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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

4.9
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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

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

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：

4476 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4500 个评论（共 7,283 个）

创建者 Wei L

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Jan 15, 2019

Fantastic course design!

创建者 Jefferson R

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Nov 5, 2018

Bastante útil y práctico

创建者 Thanga M

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Aug 1, 2018

Another excellent course

创建者 Inderjeet S

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Jun 13, 2018

Wonderful Explainations.

创建者 Nguyen C T

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Feb 12, 2018

It is easy to understand

创建者 GNITOU T

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Jan 10, 2018

I REALLY ENJOYED IT !!!!

创建者 Li Z

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Dec 26, 2017

Very Useful! Think you !

创建者 Feng Z

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Dec 8, 2017

这个系列课程的字幕遮挡问题一直是个槽点，希望改进

创建者 程皓

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Nov 26, 2017

little diffcult but good

创建者 Mohammed A

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Nov 21, 2017

OF COURSE A GREAT COURSE

创建者 Georgii F

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Oct 29, 2017

Great course, thank you!

创建者 Kat

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Oct 16, 2017

Amazing thanks Prof. Ng!

创建者 Tất T V

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Oct 8, 2017

good, easy to understand

创建者 Ofentswe L

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Sep 21, 2017

This course is very good

创建者 Kartoue M D

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Sep 18, 2017

Very interesting course!

创建者 Sl4er

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Sep 16, 2017

作业是不是有点问题，满分但是跑出的结果有点不一样

创建者 yinling l

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Aug 19, 2017

very useful and thanks!

创建者 Jesus F B

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Aug 17, 2017

Complete and interesting

创建者 NAKBI

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Jan 31, 2025

Un cours bien construit

创建者 Frank M

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Oct 26, 2024

Great course. Godspeed!

创建者 Pablo C B U

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Aug 25, 2021

Nice Theoretical Course

创建者 Yongkang L

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Aug 21, 2021

very good，help me a lot

创建者 manasa k

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Jul 18, 2021

Great course. Loved it.

创建者 Abir G

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Jul 11, 2021

It was just amazing !!!

创建者 Trần T T

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Apr 22, 2021

this course is amazing!