Financial Compliance
Value
Data Mining for Risk Assessment
Best Practices for Big Data Projects
Identifying Growth Opportunities with Data
Trends
Data Analysis and Corporate Strategy
Research
Opportunities 
Enhanced risk assessment, reduced
financial losses, and improved
compliance ...
Leveraging Data Analytics in Machine Learning 
Data Privacy Concerns: Ensuring
compliance with data protection regulations is essential
...Financial Services Financial institutions leverage data analytics for fraud detection and risk assessment
...
Value 
Business Analytics Value in business analytics can be categorized into several types: Economic Value: Refers to the
financial benefits gained from data analytics, such as increased sales or reduced costs
...strategies: Invest in Data Governance Establishing robust data governance frameworks ensures data quality, security, and
compliance, which are essential for deriving accurate insights
...
Data Mining for Risk Assessment 
Financial Services In the financial sector, data mining is used to detect fraudulent activities, assess credit risk, and evaluate investment risks
...Regulatory
Compliance: As regulations evolve, organizations will need to ensure their data mining practices comply with legal standards
...
Best Practices for Big Data Projects 
Organizations should implement data governance frameworks that define data ownership, data quality standards, and
compliance protocols
...Examples of KPIs: KPI Description Return on Investment (ROI) Measures the
financial return from the project
...
Identifying Growth Opportunities with Data 
Financial Data Data related to revenue, expenses, and profitability
...Data Privacy: Ensuring
compliance with data privacy regulations is essential to maintain customer trust
...
Trends 
Enhanced security, reduced
financial losses
...Regulatory
Compliance: Compliance with regulations often requires transparency in decision-making processes
...
Data Analysis and Corporate Strategy 
Financial Services Financial institutions leverage data analysis for risk assessment and fraud detection
...Privacy Concerns: Organizations must navigate data privacy regulations and ensure
compliance while analyzing customer data
...
Research 
Data Privacy: Ensuring
compliance with data protection regulations is crucial
...Case Study 3:
Financial Services A financial institution leveraged descriptive analytics to assess customer satisfaction levels
...
Data Enrichment 
Finance:
Financial institutions enhance customer profiles to assess creditworthiness and tailor financial products
...Implement Data Governance: Establish policies for data management, including privacy and
compliance measures
...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.