数据课程毕业项目

866 次查看
约翰霍普金斯大学
Coursera
  • 完成时间大约为 9 个小时
  • 混合难度
  • 英语, 韩语
注:本课程由Coursera和Linkshare共同提供,因开课平台的各种因素变化,以上开课日期仅供参考

课程概况

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.

课程大纲

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.

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.

Prediction Model

This week, you'll build and evaluate your prediction model. The goal is to make your model efficient and accurate.

Creative Exploration

This week's goal is to improve the predictive accuracy while reducing computational runtime and model complexity.

Data Product

This week, you'll work on developing the first component of your final project, your data product.

Slide Deck

This week, you'll work on developing the second component of your final project, a slide deck to accompany your data product.

Final Project Submission and Evaluation

This week, you'll submit your final project and review the work of your classmates.

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