Students will gain an understanding of what insights big data can provide through hands-on experience with the tools and systems used by big data scientists and engineers. This course guided through the basics of using Hadoop with MapReduce, Spark, Pig and Hive by following along with provided code, students will experience how one can perform predictive modeling and leverage graph analytics to model problems.
本課程將針對現今大數據資料分析之理論基礎及應用進行介紹，以及透過實際操作大數據分析所需使用的工具和系統，了解如何將分析結果與實務結合。本課程將提供範例程式碼並使用 Hadoop 與 MapReduce、Spark、Pig 和 Hive 等基礎工具，體驗如何執行建模和利用其分析大數據資料。