图 书 馆
整合数据、工具和科学Integrating Data, Tools and Science |
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| 课程网址: | http://videolectures.net/ecmlpkdd2010_berthold_idts/ |
| 主讲教师: | Michael Berthold |
| 开课单位: | 康斯坦茨大学 |
| 开课时间: | 2020-09-16 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | For years it has been a well-known fact that data analysis projects spend only a small fraction of time on actual analysis. Much more time is spent gathering, integrating and preparing the data for analysis. Still, many data analysis tools focus on the analytical parts only. In this talk we will present the core technology behind KNIME, an open source integration and analysis platform. In addition to offering comprehensive built-in ETL, analysis and visualization methods, KNIME's open API facilitates the integration of other tools. The underlying modular architecture enables a coherent and transparent fusion of the diverse data sources spread out over the corporate IT environment, while at the same time integrating existing legacy tools and other data processing and analysis methods. We will show real-world examples of KNIME being successfully deployed as an integration and analysis backbone and how it can be used to quickly deploy new science, e.g. new methods for the analysis and exploration of data at the same time. We will also take the time to provide a brief overview of how the graphical, modular representation of a data workflow enables complex data processing and analysis procedures to be documented, archived and communicated. |
| 关 键 词: | 数据分析; 数据整合; KNIME |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2021-05-27：liyy |
| 最后编审: | 2023-03-09：liyy |
| 阅读次数: | 49 |