Forecasting
Developing Effective Dashboards
Exploring Predictive Applications
Leveraging Statistics for Business Insights
Conducting Statistical Analyses for Businesses
Machine Learning in Competitive Analysis
Data Mining for Cultural Analysis
Predictive Insights for Managers
Algorithms 
Collaborative Filtering, Matrix Factorization Sales
Forecasting Predicting future sales based on historical data
...
Developing Effective Dashboards 
Trend Analysis: They enable users to spot trends over time for better
forecasting ...
Exploring Predictive Applications 
Supply Chain Management Demand
Forecasting Optimized inventory levels and reduced costs
...
Leveraging Statistics for Business Insights 
Finance: Risk assessment and financial
forecasting ...
Conducting Statistical Analyses for Businesses 
Sales
forecasting, customer retention Prescriptive Analytics Recommends actions based on data analysis
...
Machine Learning in Competitive Analysis 
Enhanced Predictive Analytics: Advancements in algorithms will lead to more accurate predictive models, improving
forecasting capabilities
...
Data Mining for Cultural Analysis 
Predictive Analytics:
Forecasting cultural shifts and consumer behavior based on historical data
...
Predictive Insights for Managers 
Reduced default rates and better risk management Operations Demand
forecasting Optimized inventory levels and reduced costs Human Resources Employee retention analysis Decreased
...
Statistical Analysis and Data Interpretation 
Sales:
Forecasting sales trends and identifying factors that influence sales performance
...
How Data Analysis Improves Business Performance 
4 Finance Data analysis in finance can: Improve budgeting and
forecasting accuracy Identify cost-saving opportunities Enhance financial reporting and compliance 4
...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.