| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| AW00003 | 工業大數據 | Introduction to Industrial Big Data Analytics and Applications | 3.0 | 3 |
| 中文概述 Chinese Description | 介紹工業大數據之處理、分析等技術。透過機器學習與預測分析將原始數據轉換為創價之信息。工業大數據包含從機器操作、製造過程和維護事件等工業應用程序所生成的所有類型的數據。在當今競爭激烈的商業環境中，公司迫切需要使用先進的分析工具來管理其工業數據，以對運作獲得更深入的剖析。本課程將向學生介紹先進的技術 - 如先進的信號處理，模式識別和機器學習以及預測分析 - 最終將工業大數據轉換為可操作的信息，可用於改善製造程序之設計，生產力和效率。 | |||
| 英文概述 English Description | Industrial big data includes all types of data generated from industry applications consisting of machine operation, manufacturing process and maintenance events, etc. In today’s competitive business environments, companies have urgent needs to use advanced analytical tools to manage their industrial data to gain more insights of their operations. This course will introduce students to advanced technologies—such as advanced signal processing, pattern recognition & machine learning and predictive analytics—that ultimately enable the conversion of industrial big data into actionable information that can be used to improve the design, the productivity and the efficiency of manufacturing operations. | |||
備註：