Spreadsheets
Creating Interactive Dashboards
Building Interactive Data Visualizations
Building Data Insights
Trend Analysis
Characteristics
Data Reporting for Informed Decision Making
Analyzing Operational Performance with BI
Building a Data-Driven Organization 
Data Quality Inconsistent data Standardization Data Analysis Tools Basic
spreadsheets Advanced analytics platforms 3
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Building Dashboards that Inform Decisions 
Data Sources The origins of the data displayed, which can include databases,
spreadsheets, or APIs
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Creating Interactive Dashboards 
Dashboards Data Sources: The foundation of any dashboard is the data it pulls from various sources, including databases,
spreadsheets, and APIs
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Building Interactive Data Visualizations 
Data Source The origin of the data being visualized, which can include databases, APIs, or
spreadsheets ...
Building Data Insights 
Microsoft Excel Widely used for data manipulation, analysis, and visualization through
spreadsheets ...
Trend Analysis 
Organize Data: Structure the data in a meaningful way, often using
spreadsheets or databases for easy analysis
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Characteristics 
categorized as follows: Structured Data: This includes data that is organized in a predefined manner, such as databases and
spreadsheets ...
Data Reporting for Informed Decision Making 
Reporting Tools Software applications that assist in creating, managing, and distributing reports, such as BI tools and
spreadsheets ...
Analyzing Operational Performance with BI 
Data Collection: Gather data from various sources, including databases,
spreadsheets, and cloud services
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Visual Analytics Framework 
These components include: Data Collection: The process of gathering data from various sources, including databases,
spreadsheets, and real-time data streams
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Selbstständig machen mit Ideen 
Der Weg in die Selbständigkeit beginnt nicht mit der Gründung eines Unternehmens, sondern davor - denn: kein Geschäft ohne Geschäftsidee. Eine gute Geschäftsidee fällt nicht immer vom Himmel und dem Gründer vor die auf den Schreibtisch ...