Credit Risk
Data Mining for Operational Efficiency Gains
Understanding Predictive Analytics Basics
Advanced Statistical Methods
Data Mining for Business Performance Analysis
Effective Data Mining
How Machine Learning Enhances Decision Making
Automated Decision Making Using Analytics
Statistical Techniques for Predictive Analytics 
Applications of Predictive Analytics Predictive analytics has a wide range of applications across various sectors: Finance:
Credit scoring,
risk assessment, and fraud detection
...
Data Mining Techniques for Performance Metrics 
Association Rule Learning Sales Growth Finance Classification
Credit Risk Assessment Manufacturing Regression Analysis Production Efficiency Healthcare Clustering Patient
...
Data Mining for Operational Efficiency Gains 
It is commonly used for
credit scoring and customer segmentation
...Financial Services Financial institutions leverage data mining to mitigate
risks and enhance operational efficiency
...
Understanding Predictive Analytics Basics 
forecasting Optimized inventory and increased sales Finance
Credit scoring and
risk assessment Reduced default rates and better loan decisions Manufacturing Predictive maintenance
...
Advanced Statistical Methods 
Customer churn prediction,
credit scoring 2
...Applications of Bayesian Statistics
Risk assessment and management Market research analysis Predictive modeling 8
...
Data Mining for Business Performance Analysis 
Spam detection in emails,
credit scoring
...Risk Management: Assessing risks and predicting potential issues in finance and insurance sectors
...
Effective Data Mining 
It is commonly used for
credit scoring, spam detection, and customer segmentation
...Finance Fraud detection and
risk assessment
...
How Machine Learning Enhances Decision Making 
Financial Forecasting In finance, machine learning models can analyze historical financial data to predict stock prices, assess
credit risk, and detect fraudulent transactions
...
Automated Decision Making Using Analytics 
Financial Services In the financial sector, automated decision-making systems are used for
credit scoring, fraud detection, and
risk management
...
Progress 
It is widely used in applications such as
credit scoring and spam detection
...Finance: Utilizing predictive models for
risk assessment and investment strategies
...
Nebenberuflich (nebenbei) selbstständig m. guten Ideen
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 ...