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
11%
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29 小时
英语（English）
字幕：中文（繁体）, 阿拉伯语（Arabic）, 法语（French）, 乌克兰语, （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 Learning
- Artificial Neural Network
- Backpropagation
- Python Programming
- Neural Network Architecture
学生职业成果
11%
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29 小时
英语（English）
字幕：中文（繁体）, 阿拉伯语（Arabic）, 法语（French）, 乌克兰语, （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 9 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 9 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 7 小时
Shallow Neural Networks
Build a neural network with one hidden layer, using forward propagation and backpropagation.
完成时间为 7 小时
12 个视频 （总计 109 分钟）
完成时间为 10 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 10 小时
8 个视频 （总计 66 分钟）, 5 个阅读材料, 4 个测验
审阅
- 5 stars89.69%
- 4 stars9.25%
- 3 stars0.81%
- 2 stars0.11%
- 1 star0.12%
来自神经网络与深度学习的热门评论
由 VB 提供Aug 23, 2021
This is a very good course for people who want to get started with neural networks. Andrew did a great job explaining the math behind the scenes. Assignments are well-designed too. Highly recommended.
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 AK 提供May 13, 2020
One of the best courses I have taken so far. The instructor has been very clear and precise throughout the course. The homework section is also designed in such a way that it helps the student learn .
由 SM 提供Jun 13, 2021
Andrew Ng is one of the best teachers out there to learn NNs and DL. His deep insight into the math of the subject gives us motivation to learn more, amazing course to learn the basics of the subject.
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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