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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：

4476 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4500 个评论（共 7,286 个）

创建者 Julian O G

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Jul 3, 2019

Muy completo y didactico

创建者 yasser s

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Mar 30, 2019

Thank you! Very helpful!

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 Thủy N

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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.