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.
约翰霍普金斯大学课程信息
学生职业成果
32%
完成这些课程后已开始新的职业生涯
38%
通过此课程获得实实在在的工作福利
19%
加薪或升职
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。
可灵活调整截止日期
根据您的日程表重置截止日期。
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, 中文（简体）, 意大利语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 土耳其语（Turkish）, 英语（English）, 西班牙语（Spanish）
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 ScienceMachine LearningR ProgrammingNatural Language Processing
学生职业成果
32%
完成这些课程后已开始新的职业生涯
38%
通过此课程获得实实在在的工作福利
19%
加薪或升职
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。
可灵活调整截止日期
根据您的日程表重置截止日期。
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, 中文（简体）, 意大利语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 土耳其语（Turkish）, 英语（English）, 西班牙语（Spanish）
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.
教学大纲 - 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
来自数据课程毕业项目的热门评论
由 NT 提供Mar 4, 2018
Capstone did provide a true test of Data Analytics skills. Its like a being left alone in a jungle to survive for a month. Either you succumb to nature or come out alive with a smile and confidence.
由 SS 提供Mar 28, 2017
Wow i finally managed to finish the specialization!! definitely learned a lot and also found out difficulties in building predictors by trying to balancing speed, accuracy and memory constraints!!!
由 SM 提供Oct 22, 2018
The content of this course is very good and the assignments test the knowledge gained The video lectures are some times boring, losing focus.\n\nI think video lectures need some improvement
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.
常见问题
我什么时候能够访问课程视频和作业？
我订阅此专项课程后会得到什么？
Is financial aid available?
完成课程后，我会获得大学学分吗？
还有其他问题吗？请访问 学生帮助中心。
