This course focuses on data exploration, feature creation, and feature selection for time sequences. The topics discussed include binning, smoothing, transformations, and data set operations for time series, spectral analysis, singular spectrum analysis, distance measures, and motif analysis.
本课程是 Analyzing Time Series and Sequential Data 专项课程 专项课程的一部分
提供方
课程信息
1,792 次近期查看
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100% 在线
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第 1 门课程（共 3 门）
中级
完成时间大约为8 小时
英语（English）
字幕：英语（English）
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 3 门）
中级
完成时间大约为8 小时
英语（English）
字幕：英语（English）
提供方
SAS
Through innovative software and services, SAS empowers and inspires customers around the world to transform data into intelligence. SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change.
授课大纲 - 您将从这门课程中学到什么
完成时间为 12 分钟
Specialization Overview
In this module you get an overview of the courses in this specialization and what you can expect.
完成时间为 12 分钟
1 个视频 （总计 2 分钟）, 1 个阅读材料
完成时间为 26 分钟
Course Overview
In this module you learn about the scope of this course and you access the software and files you will use for practices in the course.
完成时间为 26 分钟
1 个视频 （总计 1 分钟）, 2 个阅读材料, 1 个测验
完成时间为 2 小时
Time Series Basics
In this module, you learn about converting transactional sequences to time series. Other topics include exploring signal components in time series via decompositions and binning, and creating new time series features.
完成时间为 2 小时
13 个视频 （总计 28 分钟）
完成时间为 2 小时
Distance Measures
In this module you learn about the usefulness of distance or similarity measures between time series. Calculated distance measure are used as the basis in two analyses.
完成时间为 2 小时
8 个视频 （总计 20 分钟）
关于 Analyzing Time Series and Sequential Data 专项课程
Using SAS Visual Forecasting and other SAS tools, you will learn to explore time series, create and select features, build and manage a large-scale forecasting system, and use a variety of models to identify, estimate and forecast signal components of interest.
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