- 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 是检查、清理、转换和建模数据的过程，以发现有用的信息、结论并支持决策。
这项由讲师指导的培训（线上或线下）针对希望有效管理、分析和可视化数据以支持绩效和决策的中级专业人士。
培训结束后，参与者将能够：
- 创建和管理数据库。
- 应用回归、分类和基本机器学习模型。
- 使用Excel和Power BI开发动态报告和仪表板。
- 使用统计技术来支持决策并分析趋势。
课程形式
- 互动式讲座和讨论。
- 大量练习和实践。
- 在实时实验室环境中进行动手实践。
课程定制选项
- 如需为此课程定制培训，请联系我们安排。
Data Management 简介
- 数据处理与存储概述
- Database 基础知识与表格创建
- 关系模型简介
基本 Data Analysis 技巧
- 描述性统计与分布
- 直方图与控制图
- 数据分层与处理
数据建模用于决策
- 数据建模概念简介
- 日历表与层次结构
- 字段关系与表格联接
动态报告工具
- 使用 Excel、Power Query 和 DAX
- 在 Excel 中创建仪表板
- 使用 Power Pivot 编辑与获取数据
应用统计技术
- 基本回归与分类
- 预测模型与解释
- 实际数据分析场景
Data Science 概念简介
- 数据科学基础知识
- 模式与趋势检测工具
- 简单的机器学习技术
数据驱动的决策
- 评估报告以进行决策
- 有效沟通结果
- 案例研究与实际应用
总结与下一步
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