Descriptive Models
Integrating Analytics into Operations
Using Data Analysis for Competitive Strategy
Data Analysis for Change Management
Analytical Reporting
Knowledge
Data Analysis for Competitive Intelligence
Applying Data Analysis to Real-World Problems
Building Data-Driven Strategies 
Methodologies for Data Analysis Several methodologies can be employed to analyze data effectively:
Descriptive Analysis: Summarizes historical data to identify patterns and trends
...Predictive Analysis: Uses statistical
models and machine learning techniques to forecast future outcomes based on historical data
...
Integrating Analytics into Operations Methodologies for Integration Integrating analytics into operations involves several methodologies, including:
Descriptive Analytics: Analyzing historical data to understand trends and patterns
...Predictive Analytics: Using statistical
models to forecast future outcomes based on historical data
...
Using Data Analysis for Competitive Strategy Methodology Description Applications
Descriptive Analysis Summarizes historical data to identify patterns and trends
...Predictive Analysis Uses statistical
models to forecast future outcomes based on historical data
...
Data Analysis for Change Management Technique Description Use Case
Descriptive Analysis Summarizes historical data to identify patterns and trends
...Predictive Analysis Uses statistical
models to forecast future outcomes based on historical data
...
Analytical Reporting Type of Report Description Use Cases
Descriptive Reports Summarize historical data and provide insights into past performance
...cause analysis, customer churn analysis Predictive Reports Use statistical
models to forecast future outcomes based on historical data
...
Knowledge Key aspects of business analytics include:
Descriptive Analytics: Involves analyzing historical data to identify trends and patterns
...Predictive Analytics: Uses statistical
models and machine learning techniques to forecast future outcomes based on historical data
...
Data Analysis for Competitive Intelligence employ in their competitive intelligence efforts: Type of Analysis Description
Descriptive Analysis Summarizes historical data to identify trends and patterns
...Predictive Analysis Uses statistical
models and machine learning techniques to predict future outcomes
...
Applying Data Analysis to Real-World Problems Methodology Description Use Cases
Descriptive Analysis Summarizes historical data to identify trends and patterns
...Predictive Analysis Uses statistical
models to forecast future outcomes based on historical data
...
Advanced Statistical Techniques for Decision-Making Advanced Statistical Techniques Advanced statistical techniques encompass a range of methodologies that go beyond basic
descriptive statistics
...regression analysis: Type of Regression Description Linear Regression
Models the relationship between two variables by fitting a linear equation
...
Value Creation Analytical Technique Description Value Created
Descriptive Analytics Analyzing historical data to understand trends and patterns
...Predictive Analytics Using statistical
models to forecast future outcomes
...
Nebenberuflich (z.B. mit Nebenjob) selbstständig u. Ideen haben 
Der Trend bei der Selbständigkeit ist auf gute Ideen zu setzen und dabei vieleich auch noch nebenberuflich zu starten - am besten mit einem guten Konzept ...
Nebenberuflich selbstständig
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.
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