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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：

4201 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 4225 个评论（共 7,286 个）

创建者 YixiangWang

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Jun 17, 2018

i learnt a lot from Ng. Thanks.

创建者 yifan

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Jun 11, 2018

Andrew is such a great teacher!

创建者 Wenbo W

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Jun 8, 2018

an useful course and thank you!

创建者 劉劍峰

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Apr 1, 2018

This course helps me a lot. thx

创建者 debneil r

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Mar 16, 2018

Learning TensorFlow was great!!

创建者 Harsh S

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Mar 12, 2018

Great. I love you Andrew Ng Sir

创建者 Han K

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Jan 19, 2018

excellent and insightful course

创建者 Dharmik g

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Jan 4, 2018

Great Course and great learning

创建者 lixu

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Dec 23, 2017

nice course, very appreciate Ng

创建者 振荟 王

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Oct 26, 2017

66666666666666666666666666

很值得学习

创建者 Jerry Y

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Oct 11, 2017

Very nice and efficient course.

创建者 侍啸

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Oct 10, 2017

improve my deeplearning ability

创建者 Netik A

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Oct 10, 2017

great things were taught easily

创建者 Arun K S

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Oct 9, 2017

It was a awesome learn learning

创建者 Jose P

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Aug 21, 2017

Great instructor, great course.

创建者 Amit K c

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Oct 16, 2024

The best course you will find!

创建者 3439_PRASANNA D

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Aug 19, 2023

It was an exceptional learning

创建者 Jeremy A

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Jan 18, 2022

Excellent deep learning primer

创建者 Jose N S

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Jan 5, 2021

Completely insightful, thanks!

创建者 nesrine b

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Oct 30, 2020

thank you, such a great course

创建者 Thomas L

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Sep 30, 2020

amazing as always with Andrew.

创建者 Mr. S A

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Sep 9, 2020

It was so resourceful. Thanks!

创建者 Yasuo I M P

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Aug 12, 2020

I highly recommend this course

创建者 JAJJARA P J P

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Jul 7, 2020

Loved the course.Great content

创建者 praveen s

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Jun 24, 2020

This is an amazing course,..!!