Financial Fraud
Data Mining Techniques Summary
Data Mining Applications
Data Mining for Competitive Strategies
Implementing Automated Systems using Machine Learning
Big Data Opportunities
Applications
Big Data Capabilities
Data Mining Techniques Summary 
Applications:
Fraud detection, customer segmentation, and risk management
...Applications: Sales forecasting,
financial modeling, and risk assessment
...
Data Mining Applications 
3 Finance In the finance sector, data mining is used for risk management,
fraud detection, and investment analysis
...Financial institutions utilize data mining techniques to analyze transaction patterns and detect anomalies
...
Data Mining for Competitive Strategies 
Some of the most notable applications include: Customer Relationship Management (CRM) Market Basket Analysis
Fraud Detection Customer Segmentation Supply Chain Management Key Techniques in Data Mining Data mining employs various techniques to analyze data
...Financial Services Financial institutions employ data mining for fraud detection
...
Implementing Automated Systems using Machine Learning 
Financial Services A financial institution utilized ML for
fraud detection by analyzing transaction patterns and identifying anomalies
...
Big Data Opportunities 
Financial institutions monitoring transactions for
fraud detection
...
Applications 
Financial Analysis In finance, statistical analysis is critical for evaluating investments, managing risks, and ensuring compliance
...Fraud Detection: Statistical techniques analyze transaction data to identify patterns indicative of fraudulent activity
...
Big Data Capabilities 
Risk Management: Predicting potential risks and
fraud detection in
financial services
...
Exploring Predictive Analytics Techniques Available 
Image recognition,
fraud detection Time Series Analysis A statistical technique that deals with time series data, or trend analysis over a period
...Financial Forecasting: Predicting future financial performance and making informed investment decisions
...
Data Mining Techniques for Assessing Risks 
Credit scoring,
fraud detection Clustering A technique that groups similar data points based on their characteristics
...Fraud Detection: Identifying fraudulent transactions in
financial systems
...
The Business Benefits of Data Analysis 
Forecasting
financial risks and market volatility
...Fraud detection through anomaly detection techniques
...
Selbstständig machen z.B. nebenberuflich!
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 ...