Descriptive Models
Identify Performance Gaps
Insight Development
The Impact of Analytics on Operations
Synthesis
Building a Data Analysis Framework
Transform Data into Actionable Insights
Enhancing Decision Quality with Analytics
Performance 
Key components of business analytics include:
Descriptive Analytics: Analyzes historical data to understand what happened
...Predictive Analytics: Uses statistical
models to forecast future outcomes
...
Identify Performance Gaps This can be done using various analytical techniques, including:
Descriptive Analytics: Summarizes historical data to understand past performance
...Predictive Analytics: Uses statistical
models to forecast future performance trends
...
Insight Development Data Analysis Techniques Once data is collected, various analysis techniques can be employed to extract insights:
Descriptive Analytics: Summarizes historical data to identify patterns and trends
...Predictive Analytics: Uses statistical
models and machine learning to forecast future outcomes based on historical data
...
The Impact of Analytics on Operations Analytics Analytics can be categorized into several types, each serving different purposes within business operations:
Descriptive Analytics: Focuses on summarizing historical data to understand what has happened in the past
...Predictive Analytics: Utilizes statistical
models and machine learning techniques to forecast future outcomes based on historical data
...
Synthesis Common techniques include: Technique Description
Descriptive Analysis Summarizes historical data to understand what has happened
...Predictive Analysis Uses statistical
models and machine learning techniques to forecast future outcomes
...
Building a Data Analysis Framework Common methods include: Analysis Technique Description
Descriptive Analysis Summarizes historical data to identify trends and patterns
...Predictive Analysis Uses statistical
models and machine learning to predict future outcomes
...
Transform Data into Actionable Insights include: Analysis Technique Description
Descriptive Analytics Summarizes historical data to understand trends and patterns
...Predictive Analytics Uses statistical
models and machine learning to forecast future outcomes
...
Enhancing Decision Quality with Analytics It goes beyond
descriptive analytics (which describes what has happened) and predictive analytics (which forecasts what might happen) to suggest what should be done
...Modeling: Creating
models that simulate different scenarios and outcomes
...
Creating Actionable Insights from Data include: Analysis Method Description
Descriptive Analysis Summarizes historical data to identify patterns and trends
...Predictive Analysis Uses statistical
models to forecast future outcomes based on historical data
...
Client Analysis Techniques used in data analysis include:
Descriptive analytics: Summarizes historical data to understand what has happened
...Predictive analytics: Uses statistical
models to forecast future client behaviors
...
Eine Geschäftsidee ohne Eigenkaptial 
Wenn ohne Eigenkapital eine Geschäftsidee gestartet wird, ist die Planung besonders wichtig. Unter Eigenkapital zum Selbstständig machen versteht man die finanziellen Mittel zur Gründung eines Unternehmens. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte gut überlegt sein ...
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