The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners.
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约翰霍普金斯大学课程信息
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完成时间大约为6 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
您将学到的内容有
Create a useful data product for the public
Apply your exploratory data analysis skills
Build an efficient and accurate prediction model
Produce a presentation deck to showcase your findings
您将获得的技能
- Data Science
- Machine Learning
- R Programming
- Natural Language Processing
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。
完成时间大约为6 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
提供方
约翰霍普金斯大学
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
授课大纲 - 您将从这门课程中学到什么
完成时间为 2 小时
Overview, Understanding the Problem, and Getting the Data
This week, we introduce the project so you can get a clear grip on the problem at hand and begin working with the dataset.
完成时间为 2 小时
7 个视频 （总计 20 分钟）, 6 个阅读材料, 1 个测验
完成时间为 1 小时
Exploratory Data Analysis and Modeling
This week, we move on to the next tasks, exploratory data analysis and modeling. You'll also submit your milestone report and review submissions from your classmates.
完成时间为 1 小时
2 个视频 （总计 3 分钟）, 2 个阅读材料, 1 个测验
完成时间为 1 小时
Prediction Model
This week, you'll build and evaluate your prediction model. The goal is to make your model efficient and accurate.
完成时间为 1 小时
1 个视频 （总计 1 分钟）, 1 个阅读材料, 1 个测验
完成时间为 1 小时
Creative Exploration
This week's goal is to improve the predictive accuracy while reducing computational runtime and model complexity.
完成时间为 1 小时
1 个视频 （总计 1 分钟）, 1 个阅读材料, 1 个测验
审阅
- 5 stars69.46%
- 4 stars20.82%
- 3 stars5.22%
- 2 stars2.40%
- 1 star2.07%
来自数据课程毕业项目的热门评论
由 BH 提供Jan 15, 2020
Great finish to an excellent specialisation. It's actually opened up some excellent career options for me and I am very grateful to the instructions and Coursera for providing the platform.
由 JP 提供Oct 11, 2016
This class was a huge challenge for me, but it pushed me to learn a whole lot and practice many of the skills that I had learned in previous courses! I had a lot of fun, too. Thanks!
由 RD 提供Jun 20, 2017
This course was very challenging. It resembled a real world task, where an idea is presented and it is up to the user to research methods and processes for the best outcome.
由 JL 提供Apr 28, 2017
Great course, nice introduction to shiny and GoogleVis. Looking forward to the tenth class. thanks for pulling this material together, and all the mentors help!.
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