In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning.
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深度学习 专项课程deeplearning.ai课程信息
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学生职业成果
10%
完成这些课程后已开始新的职业生涯
14%
通过此课程获得实实在在的工作福利
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第 1 门课程（共 5 门）
中级
- Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
- A basic grasp of linear algebra & ML
完成时间大约为27 小时
英语（English）
字幕：中文（繁体）, 阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 中文（简体）, 意大利语, 巴西葡萄牙语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 土耳其语（Turkish）, 英语（English）, 西班牙语（Spanish）, 日语
您将获得的技能
Deep LearningArtificial Neural NetworkBackpropagationPython ProgrammingNeural Network Architecture
学生职业成果
10%
完成这些课程后已开始新的职业生涯
14%
通过此课程获得实实在在的工作福利
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
第 1 门课程（共 5 门）
中级
- Intermediate Python skills: basic programming, understanding of for loops, if/else statements, data structures
- A basic grasp of linear algebra & ML
完成时间大约为27 小时
英语（English）
字幕：中文（繁体）, 阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 中文（简体）, 意大利语, 巴西葡萄牙语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 土耳其语（Turkish）, 英语（English）, 西班牙语（Spanish）, 日语
提供方
deeplearning.ai
DeepLearning.AI is an education technology company that develops a global community of AI talent.
授课大纲 - 您将从这门课程中学到什么
完成时间为 4 小时
Introduction to Deep Learning
Analyze the major trends driving the rise of deep learning, and give examples of where and how it is applied today.
完成时间为 4 小时
6 个视频 （总计 74 分钟）, 1 个阅读材料, 3 个测验
完成时间为 8 小时
Neural Networks Basics
Set up a machine learning problem with a neural network mindset and use vectorization to speed up your models.
完成时间为 8 小时
19 个视频 （总计 161 分钟）, 5 个阅读材料, 4 个测验
完成时间为 6 小时
Shallow Neural Networks
Build a neural network with one hidden layer, using forward propagation and backpropagation.
完成时间为 6 小时
12 个视频 （总计 109 分钟）
完成时间为 9 小时
Deep Neural Networks
Analyze the key computations underlying deep learning, then use them to build and train deep neural networks for computer vision tasks.
完成时间为 9 小时
8 个视频 （总计 66 分钟）, 4 个阅读材料, 4 个测验
审阅
来自神经网络与深度学习的热门评论
由 RG 提供Sep 6, 2020
I have learned a lot from this detailed and well-structured course. Programing assignments were very sophisticatedly designed. It was challenging, fun, and most importantly it delivered what is aimed.
由 NL 提供Oct 3, 2020
This course helps me to understand the basic concept of Deep Learning. However I think this course should include at least 1 week (or 2-3 videos) about math so learners can have a better understanding
由 AT 提供Jun 29, 2020
I think that this course went a little bit too much into needy greedy details of the math behind deep neural networks, but overall I think that it is a great place to start a journey in deep learning!
由 NT 提供Jan 17, 2020
Very structured approach to developing a neural network which I believe I can use as foundation for any project regardless its complexity. Thanks professor Andrew Ng and the team for their dedication.
关于 深度学习 专项课程
The Deep Learning Specialization is a 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.
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