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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：

2701 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 2725 个评论（共 7,286 个）

创建者 Shashi N I

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Feb 24, 2020

Excellent course. Practical without much compromise on theoretical depth.

创建者 Amir K

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Nov 25, 2019

excellent and useful Course , thank you from Andrew NG and your Coursera

创建者 Christopher W

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Aug 30, 2019

Another great course for furthering what was covered in Specialisation 1!

创建者 RUIFANG L

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May 15, 2019

I've learned lot of knowledge about Deep Neural network from this course.

创建者 Deleted A

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Mar 14, 2019

Very addictive course. A lot of fun. Prof. Andrew Ng is just outstanding.

创建者 Yingyu F

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Feb 9, 2019

Tensorflow I will to use @ instead of tf.matmul but failed in grading....

创建者 Paul F

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Jan 27, 2019

Great learning experience. I'm going to keep going. I want to learn more.

创建者 Andrei K

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Dec 13, 2018

Very good. I've improved my knowledge in understanding and tuning! Thanks

创建者 Rabindranath A

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Nov 1, 2018

Extremely useful summary of techniques. Well structured and to the point.

创建者 AP S ( U

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Sep 12, 2018

Amazing experience,Andrew really is a great teacher!. Highly recommended.

创建者 Michał K

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Aug 5, 2018

Great course, It really helped me understand how to regularize my project

创建者 Matthias W

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Jul 23, 2018

Great course that teaches you techniques for optimizing deep neural nets!

创建者 Vijai K M

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May 10, 2018

very informative course,tuning of parameters taught in good point of view

创建者 林胜义

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Dec 29, 2017

a great course to learn practical skill of building a deep neural network

创建者 Michael B

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Dec 28, 2017

Excellent course on the more technical issues of tuning a Neural Network.

创建者 Jaganmohan L

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Dec 4, 2017

Awesome course covering key aspects of deep learning. Thank you AndrewNG.

创建者 Galley D

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Dec 2, 2017

Outstanding again. Great complement of course 1 for practical application

创建者 Andy L

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Oct 30, 2017

A great course to learn how to tune the hyperparameters of nerual network

创建者 Matteo T

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Oct 9, 2017

Great overview of the important hyperparameters function of deep learning

创建者 Boutayeb H

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Sep 23, 2017

Thank you Pr. Andrew and the whole team. That was a beautiful experience.

创建者 Hardeep A

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Sep 7, 2017

Excellent course with really good explanation of basics of deep learning.

创建者 Charith J

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Jul 21, 2021

Very interesting course. Learned so many new things about deep learning.

创建者 Omer K G

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Feb 7, 2021

It was a really smooth experience. I enjoyed learning with these videos.

创建者 Trishita M

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Jul 30, 2020

Excellent course material, programming assignments are very well guided!