課程大綱

內容

課程概述

商業智慧分析已逐漸應用於各項產業領域，著眼於理論與實務的結合概念。商業智慧分析的技術與方法，值得去深入瞭解。本課程介紹商業智慧的基本概念及分析方法的應用，其中分析方法包含集群分析法、關聯規則分析法、決策樹分析法、羅吉斯廻歸分析法、貝氏集群分析法、時間數列等。

Big Data analysis has been applied in various areas of industry, focus on the concept of integrating theory with practice. It is worth to learn the concept of big data technology and methodology for business decision analysis. This course introduces the basic concepts and methods of big data, which contains the cluster analysis methods analysis, association rule analysis, decision tree analysis, logistic regression, Bayesian clustering analysis, and time series.

授課內容

以課堂講授與實作為主，配合隨堂作業，期中、期末兩次評量，以落實教學成效。