Course Code: dmiadf
Duration: 14 hours
Prerequisites:
  • 瞭解基本數據概念和結構
  • 具有雲計算基礎知識的經驗
  • 熟悉數據處理和存儲機制

觀眾

  • 數據工程師
  • 雲架構師
  • Business 情報專業人員
Overview:

Data Fabric 是一種體系結構和一組數據服務,可在跨本地和多個雲環境的多種終結點選擇中提供一致的功能。行業感知型Data Fabrics是一種先進的數據管理方法,它整合了跨雲平臺的各種數據源,以提供統一、一致的數據環境。

這種以講師為主導的現場培訓(在線或遠端)面向希望在行業特定雲環境中掌握數據管理的中級數據工程師、雲架構師和商業智慧專業人員。

在培訓結束時,參與者將能夠:

  • 瞭解 Data Fabric 的原理和元件。
  • 設計和實施數據集成和編排解決方案。
  • 確保行業雲平臺內的數據品質和治理。
  • 利用數據結構來支持行業特定的數據分析和決策。
  • 緊跟雲數據管理領域的新興趨勢和技術。

課程形式

  • 互動講座和討論。
  • 大量的練習和練習。
  • 在現場實驗室環境中動手實施。

課程自定義選項

  • 如需申請本課程的定製培訓,請聯繫我們進行安排。
Course Outline:

雲中的 Data Management 簡介

  • 數據管理基礎
  • 數據在行業雲平臺中的作用
  • 雲中數據管理的挑戰

Data Integration 和編排

  • 數據集成技術
  • 編排工具和平臺
  • 數據整合的最佳實踐

構建具有行業感知能力的數據結構

  • Data Fabric 的概念
  • 為工業雲設計數據結構
  • 在實踐中實施數據結構

Data Quality 和 Governance

  • 確保雲中的數據品質
  • 數據治理框架
  • 法規遵從性和標準

動手實驗室:在行業雲中使用數據

  • 設置數據集成管道
  • 創建簡單的Data Fabric
  • 數據品質保證技術

Data Management中的新興趨勢

  • Big Data時代的數據管理
  • 人工智慧的興起和 Machine Learning
  • 數據隱私和道德使用

摘要和後續步驟

Sites Published:

United Arab Emirates - Data Management and Industry-Aware Data Fabrics

Qatar - Data Management and Industry-Aware Data Fabrics

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