Investment Management
Impact
Real-Time Predictive Analytics Applications
Visual Analytics for Business Intelligence
Forecasts
Insights from Data
Data Frameworks
Predictive Models for Risk Assessment
Maximizing Efficiency Through Data Analysis 
Risk
Management Identifying potential risks and developing strategies to mitigate them
...Despite the challenges, the potential benefits of effective data analysis make it a critical
investment for the future of any business
...
Impact 
Return on
Investment (ROI): A financial metric used to measure the probability of gaining a return from an investment
...their impact: Case Study 1: Retail Sector A leading retail chain implemented predictive analytics to optimize inventory
management ...
Real-Time Predictive Analytics Applications 
Application Retail Personalized marketing and inventory
management Finance Fraud detection and risk management Healthcare Patient monitoring and predictive
...Management: Predictive models help in assessing credit risk and market risk, allowing companies to make informed lending and
investment decisions
...
Visual Analytics for Business Intelligence 
Finance Financial forecasting and budgeting Risk
management and compliance analysis
Investment performance tracking 3
...
Forecasts 
Sales forecasting, inventory
management ...Financial Planning: Organizations rely on forecasts to project revenues, expenses, and cash flows, aiding in budgeting and
investment decisions
...
Insights from Data 
2 Finance In finance, data analysis is used for risk
management,
investment analysis, and financial forecasting
...
Data Frameworks 
Financial Analysis: Analyzing financial data to support
investment decisions, risk
management, and regulatory compliance
...
Predictive Models for Risk Assessment 
Deployment: Implementing the model within the organization's risk
management framework to facilitate ongoing risk assessment
...Services: Banks and financial institutions use predictive models to assess credit risk, detect fraudulent activities, and manage
investment risks
...
Enabling Business Growth with Insights 
Retail: Inventory
management and demand forecasting
...Cost: High initial
investment in technology and training
...
Performance Metrics 
Return on
Investment (ROI): Assesses the profitability of an investment relative to its cost
...SAS A software suite for advanced analytics, business intelligence, and data
management ...
Selbstständig machen mit Ideen 
Der Weg in die Selbständigkeit beginnt nicht mit der Gründung eines Unternehmens, sondern davor - denn: kein Geschäft ohne Geschäftsidee. Eine gute Geschäftsidee fällt nicht immer vom Himmel und dem Gründer vor die auf den Schreibtisch ...