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課程簡介
Big Data Analytics in Health 簡介
Big Data 分析技術概述
- 阿帕奇 Hadoop MapReduce
- Apache Spark(阿帕奇斯帕克酒店)
安裝和配置 Apache Hadoop MapReduce
安裝與設定Apache Spark
對健康數據使用預測建模
使用 Apache Hadoop MapReduce 獲取健康數據
對健康數據進行表型分析和聚類
- 分類評估指標
- 分類集成方法
將 Apache Spark 用於運行狀況數據
使用醫療本體
對運行狀況數據使用圖形分析
健康數據降維
使用患者相似性指標
故障排除
總結和結論
最低要求
- 了解機器學習和數據挖掘概念
- 高級程式設計經驗(Python、Java、Scala)
- 熟練掌握數據和ETL流程
21 時間:
客戶評論 (1)
The VM I liked very much The Teacher was very knowledgeable regarding the topic as well as other topics, he was very nice and friendly I liked the facility in Dubai.