- 具备基本的计算机操作知识
- 有使用电子表格和基本数据格式的经验
- 熟悉Microsoft Office工具
目标受众
- 环境保护管理人员
- 数据工程师和分析师
- 寻求数据驱动决策工具的专业人士
Data Analysis 是檢查、清理、轉換和建模數據的過程，以發現有用的信息、結論並支持決策。
這項由講師指導的培訓（線上或線下）針對希望有效管理、分析和可視化數據以支持績效和決策的中級專業人士。
培訓結束後，參與者將能夠：
- 創建和管理數據庫。
- 應用回歸、分類和基本機器學習模型。
- 使用Excel和Power BI開發動態報告和儀表板。
- 使用統計技術來支持決策並分析趨勢。
課程形式
- 互動式講座和討論。
- 大量練習和實踐。
- 在實時實驗室環境中進行動手實踐。
課程定制選項
- 如需為此課程定制培訓，請聯繫我們安排。
Data Management 簡介
- 數據處理與存儲概述
- Database 基礎知識與表格創建
- 關係模型簡介
基本 Data Analysis 技巧
- 描述性統計與分佈
- 直方圖與控制圖
- 數據分層與處理
數據建模用於決策
- 數據建模概念簡介
- 日曆表與層次結構
- 字段關係與表格聯接
動態報告工具
- 使用 Excel、Power Query 和 DAX
- 在 Excel 中創建儀表板
- 使用 Power Pivot 編輯與獲取數據
應用統計技術
- 基本回歸與分類
- 預測模型與解釋
- 實際數據分析場景
Data Science 概念簡介
- 數據科學基礎知識
- 模式與趨勢檢測工具
- 簡單的機器學習技術
數據驅動的決策
- 評估報告以進行決策
- 有效溝通結果
- 案例研究與實際應用
總結與下一步
United Arab Emirates - Data Analysis and Visualization for Decision-Making
Qatar - Data Analysis and Visualization for Decision-Making
Egypt - Data Analysis and Visualization for Decision-Making
Saudi Arabia - Data Analysis and Visualization for Decision-Making
South Africa - Data Analysis and Visualization for Decision-Making
Brasil - Data Analysis and Visualization for Decision-Making
Canada - Data Analysis and Visualization for Decision-Making
中国 - Data Analysis and Visualization for Decision-Making
香港 - Data Analysis and Visualization for Decision-Making
澳門 - Data Analysis and Visualization for Decision-Making
台灣 - Data Analysis and Visualization for Decision-Making
USA - Data Analysis and Visualization for Decision-Making
Österreich - Data Analysis and Visualization for Decision-Making
Schweiz - Data Analysis and Visualization for Decision-Making
Deutschland - Data Analysis and Visualization for Decision-Making
Czech Republic - Data Analysis and Visualization for Decision-Making
Denmark - Data Analysis and Visualization for Decision-Making
Estonia - Data Analysis and Visualization for Decision-Making
Finland - Data Analysis and Visualization for Decision-Making
Greece - Data Analysis and Visualization for Decision-Making
Magyarország - Data Analysis and Visualization for Decision-Making
Ireland - Data Analysis and Visualization for Decision-Making
Luxembourg - Data Analysis and Visualization for Decision-Making
Latvia - Data Analysis and Visualization for Decision-Making
España - Data Analysis and Visualization for Decision-Making
Italia - Data Analysis and Visualization for Decision-Making
Lithuania - Data Analysis and Visualization for Decision-Making
Nederland - Data Analysis and Visualization for Decision-Making
Norway - Data Analysis and Visualization for Decision-Making
Portugal - Data Analysis and Visualization for Decision-Making
România - Data Analysis and Visualization for Decision-Making
Sverige - Data Analysis and Visualization for Decision-Making
Türkiye - Data Analysis and Visualization for Decision-Making
Malta - Data Analysis and Visualization for Decision-Making
Belgique - Data Analysis and Visualization for Decision-Making
France - Data Analysis and Visualization for Decision-Making
日本 - Data Analysis and Visualization for Decision-Making
Australia - Data Analysis and Visualization for Decision-Making
Malaysia - Data Analysis and Visualization for Decision-Making
New Zealand - Data Analysis and Visualization for Decision-Making
Philippines - Data Analysis and Visualization for Decision-Making
Singapore - Data Analysis and Visualization for Decision-Making
Thailand - Data Analysis and Visualization for Decision-Making
Vietnam - Data Analysis and Visualization for Decision-Making
India - Data Analysis and Visualization for Decision-Making
Argentina - Data Analysis and Visualization for Decision-Making
Chile - Data Analysis and Visualization for Decision-Making
Costa Rica - Data Analysis and Visualization for Decision-Making
Ecuador - Data Analysis and Visualization for Decision-Making
Guatemala - Data Analysis and Visualization for Decision-Making
Colombia - Data Analysis and Visualization for Decision-Making
México - Data Analysis and Visualization for Decision-Making
Panama - Data Analysis and Visualization for Decision-Making
Peru - Data Analysis and Visualization for Decision-Making
Uruguay - Data Analysis and Visualization for Decision-Making
Venezuela - Data Analysis and Visualization for Decision-Making
Polska - Data Analysis and Visualization for Decision-Making
United Kingdom - Data Analysis and Visualization for Decision-Making
South Korea - Data Analysis and Visualization for Decision-Making
Pakistan - Data Analysis and Visualization for Decision-Making
Sri Lanka - Data Analysis and Visualization for Decision-Making
Bulgaria - Data Analysis and Visualization for Decision-Making
Bolivia - Data Analysis and Visualization for Decision-Making
Indonesia - Data Analysis and Visualization for Decision-Making
Kazakhstan - Data Analysis and Visualization for Decision-Making
Moldova - Data Analysis and Visualization for Decision-Making
Morocco - Data Analysis and Visualization for Decision-Making
Tunisia - Data Analysis and Visualization for Decision-Making
Kuwait - Data Analysis and Visualization for Decision-Making
Oman - Data Analysis and Visualization for Decision-Making
Slovakia - Data Analysis and Visualization for Decision-Making
Kenya - Data Analysis and Visualization for Decision-Making
Nigeria - Data Analysis and Visualization for Decision-Making
Botswana - Data Analysis and Visualization for Decision-Making
Slovenia - Data Analysis and Visualization for Decision-Making
Croatia - Data Analysis and Visualization for Decision-Making
Serbia - Data Analysis and Visualization for Decision-Making
Bhutan - Data Analysis and Visualization for Decision-Making
Nepal - Data Analysis and Visualization for Decision-Making
Uzbekistan - Data Analysis and Visualization for Decision-Making