Regression Forecasting
Data Mining for Operational Efficiency
Statistical Framework
Using Statistical Techniques
Data Mining Applications Overview
Statistical Analysis for Operational Improvement
Importance of Data Mining
Statistical Methods for Business Applications
Research 
Methodology Description Applications
Regression Analysis A statistical method for estimating relationships among variables
...Sales
forecasting, risk assessment Time Series Analysis Analyzes data points collected or recorded at specific time intervals
...
Key Takeaways from Predictive Analysis 
Methodology Description Applications
Regression Analysis A statistical method for estimating the relationships among variables
...Sales
forecasting, financial analysis
...
Data Mining for Operational Efficiency 
Regression Predicting a continuous outcome based on input variables
...Forecasting sales and demand
...
Statistical Framework 
Sales
forecasting, risk assessment
...Regression Analysis Examines relationships between variables to model and predict outcomes
...
Using Statistical Techniques 
Technique Description Application
Regression Analysis A method for modeling the relationship between a dependent variable and one or more independent variables
...Forecasting sales, understanding customer behavior
...
Data Mining Applications Overview 
Key techniques used in data mining include: Classification Clustering
Regression Association rule learning Anomaly detection 2
...Key applications include: Demand
forecasting to manage inventory levels Supplier selection based on performance metrics Logistics optimization through route analysis 2
...
Statistical Analysis for Operational Improvement 
Method Description Applications
Regression Analysis A statistical method for estimating the relationships among variables
...Forecasting sales, understanding cost drivers
...
Importance of Data Mining 
Supply Chain Management Data mining aids in inventory management, demand
forecasting, and supplier selection
...Regression: Regression analysis predicts a continuous outcome based on one or more predictor variables
...
Statistical Methods for Business Applications 
Regression Analysis: Understanding relationships between variables
...Predictive Analytics:
Forecasting employee turnover based on historical data
...
Data Mining for Strategic Planning 
Regression Predicting a continuous-valued attribute associated with an object
...Sales
forecasting, financial analysis
...
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 Unternehmensgründung. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte wohlüberlegt sein ...