Financial Fraud
Predictive Analytics for Business Strategies
Improving Operational Efficiency with Machine Learning
Machine Learning for Decision Making
Data Lake
Efficiency
Data Mining Techniques for Information Retrieval
Results
Predictive Analytics for Business Strategies 
Finance Risk assessment and
fraud detection through anomaly detection in
financial transactions
...
Improving Operational Efficiency with Machine Learning 
Fraud Detection Using ML to identify unusual patterns that may indicate fraudulent activities
...Increased security, reduced
financial losses
...
Machine Learning for Decision Making 
Financial Analysis In finance, machine learning is used for: Credit scoring and risk assessment
...Fraud detection through anomaly detection techniques
...
Data Lake 
Fraud Detection:
Financial institutions leverage data lakes to monitor transactions in real-time for signs of fraudulent activity
...
Efficiency 
Fraud Detection: ML models can detect unusual patterns in transactions, providing real-time alerts to prevent
financial losses
...
Data Mining Techniques for Information Retrieval 
It is widely used in various applications, including customer segmentation,
fraud detection, and spam filtering
...It is commonly used in
financial forecasting, inventory management, and sales prediction
...
Results 
Customer segmentation,
fraud detection
...Financial reporting, operational reports
...
Using Predictive Analytics for BI 
Finance
Financial institutions utilize predictive analytics for credit scoring,
fraud detection, and risk assessment
...
Insights from Data 
2 Finance In finance, data analysis is used for risk management, investment analysis, and
financial forecasting
...Key applications include: Credit scoring models
Fraud detection algorithms Portfolio optimization 4
...
Future of Predictions 
Finance:
Financial institutions utilize predictive analytics for risk assessment,
fraud detection, and customer segmentation
...
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 ...