Oracle R Enterprise: Harnessing the Power of R in Oracle Database (Oracle Press)

Brendan Tierney

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商品描述

Master the Big Data Capabilities of Oracle R Enterprise

Effectively manage your enterprise’s big data and keep complex processes running smoothly using the hands-on information contained in this Oracle Press guide. Oracle R Enterprise: Harnessing the Power of R in Oracle Database shows, step-by-step, how to create and execute large-scale predictive analytics and maintain superior performance. Discover how to explore and prepare your data, accurately model business processes, generate sophisticated graphics, and write and deploy powerful scripts. You will also find out how to effectively incorporate Oracle R Enterprise features in APEX applications, OBIEE dashboards, and Apache Hadoop systems.

Learn to:

• Install, configure, and administer Oracle R Enterprise
• Establish connections and move data to the database
• Create Oracle R Enterprise packages and functions
• Use the R language to work with data in Oracle Database
• Build models using ODM, ORE, and other algorithms
• Develop and deploy R scripts and use the R script repository
• Execute embedded R scripts and employ ORE SQL API functions
• Map and manipulate data using Oracle R Advanced Analytics for Hadoop
• Use ORE in Oracle Data Miner, OBIEE, and other applications

商品描述(中文翻譯)

掌握 Oracle R Enterprise 的大數據能力

有效管理企業的大數據,並使用這本 Oracle Press 指南中提供的實用信息,確保複雜的流程順利運行。《Oracle R Enterprise: Harnessing the Power of R in Oracle Database》逐步展示了如何創建和執行大規模預測分析,並保持卓越的性能。了解如何探索和準備數據,準確地建模業務流程,生成複雜的圖形,以及編寫和部署強大的腳本。您還將了解如何在 APEX 應用程序、OBIEE 儀表板和 Apache Hadoop 系統中有效地使用 Oracle R Enterprise 功能。

學習如何:
- 安裝、配置和管理 Oracle R Enterprise
- 建立連接並將數據移至數據庫
- 創建 Oracle R Enterprise 封裝和函數
- 使用 R 語言在 Oracle Database 中處理數據
- 使用 ODM、ORE 和其他算法構建模型
- 開發和部署 R 腳本,使用 R 腳本庫
- 執行嵌入式 R 腳本,使用 ORE SQL API 函數
- 使用 Oracle R Advanced Analytics for Hadoop 進行數據映射和操作
- 在 Oracle Data Miner、OBIEE 和其他應用程序中使用 ORE