Supply Chain Management
Predictive Insights for Managers
How Data Analysis Improves Business Performance
Maximizing Insights through Predictive Models
Future
Data Science
Data Strategy
Aligning Business Strategies with Analytics
Data Framework 
framework typically consists of several key components: Data Governance: Establishes policies and standards for data
management, ensuring data quality and compliance with regulations
...Supply chain management, customer service optimization
...
Predictive Insights for Managers 
Applications of Predictive Insights in
Management Area Application Benefits Marketing Customer segmentation and targeting Improved campaign effectiveness and ROI
...retention analysis Decreased turnover rates and enhanced employee satisfaction
Supply Chain Logistics optimization Improved delivery times and reduced transportation costs Benefits of Predictive Insights Managers
...
How Data Analysis Improves Business Performance 
Risk
Management Data analysis aids in identifying potential risks and developing strategies to mitigate them
...3 Operations In operations, data analysis helps to: Monitor
supply chain performance Identify bottlenecks in production Enhance inventory management 3
...
Maximizing Insights through Predictive Models 
Risk
Management Identifying potential risks and mitigating them proactively
...Supply Chain Management: Forecasting demand to optimize inventory levels
...
Future 
Supply Chain Management: Enhanced analytics will improve inventory management, demand forecasting, and logistics
...
Data Science 
Finance Fraud detection and risk
management through transaction analysis
...Manufacturing Predictive maintenance and
supply chain optimization
...
Data Strategy 
successful data strategy comprises several key components: Data Governance: Establishes policies and standards for data
management, ensuring data quality, compliance, and security
...Company B: Leveraged machine learning algorithms to optimize
supply chain management, resulting in a 15% reduction in operational costs
...
Aligning Business Strategies with Analytics 
Aligning business strategies with analytics is a critical aspect of modern business
management ...Company Strategy Outcome Company A Utilized prescriptive analytics to optimize
supply chain management
...
Data Mining for Enhanced Decision Making 
Below are some prominent areas where data mining is utilized: Customer Relationship
Management (CRM): Analyzing customer data to improve service quality and customer satisfaction
...Supply Chain Management: Enhancing inventory management and demand forecasting through data analysis
...
Data Mining for Business Performance Analysis 
Some notable applications include: Customer Relationship
Management (CRM): Analyzing customer data to improve service and enhance customer satisfaction
...Supply Chain Management: Enhancing inventory management and demand forecasting
...
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 ...