Management Assessment
Business Analytics
Improving Business Decisions
Data Mining for Analyzing Industry Trends
Performance Metrics
Big Data Development
Statistical Analysis for Effective Operations
Data Governance Challenges in Data Sharing
Data Quality Assurance and Governance 
Data Governance, on the other hand, encompasses the overall
management of data availability, usability, integrity, and security in an organization
...effective data quality assurance and governance: Component Description Data Quality
Assessment The evaluation of data against predefined quality criteria to identify issues and areas for improvement
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The Intersection of AI and Predictive Analytics 
Application Description Retail Inventory
Management Predicting product demand to optimize stock levels and reduce waste
...Finance Risk
Assessment Analyzing customer data to assess credit risk and prevent fraud
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Business Analytics 
Key Components of Business Analytics The key components of Business Analytics include: Data
Management: The process of collecting, storing, and organizing data
...Finance: Risk
assessment and fraud detection through predictive modeling
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Improving Business Decisions 
Customer behavior prediction, risk
assessment Prescriptive Analytics Recommends actions based on data analysis to optimize outcomes
...Supply chain
management, resource allocation 3
...
Data Mining for Analyzing Industry Trends 
Risk
Management: Predictive analytics helps in identifying potential risks and mitigating them effectively
...Financial Services Financial institutions leverage data mining for: Risk
assessment and fraud detection
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Performance Metrics 
The selection of appropriate KPIs is essential for effective performance
management ...Time-Bound: Defined within a specific timeframe for
assessment ...
Big Data Development 
NoSQL Non-relational database
management systems designed to handle unstructured data
...Finance: Risk
assessment, fraud detection, and customer segmentation through data analysis
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Statistical Analysis for Effective Operations 
Operations Statistical analysis finds applications in various areas of business operations, including: Supply Chain
Management: Optimizing inventory levels and forecasting demand
...Financial Analysis: Evaluating financial performance and risk
assessment ...
Data Governance Challenges in Data Sharing 
Data governance refers to the
management of data availability, usability, integrity, and security in enterprise systems
...data formats and enhancing security protocols, the firm was able to share data more effectively, leading to improved risk
assessment and decision-making
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Data Mining Tools 
SAS Advanced analytics, data
management, predictive analytics capabilities
...Finance: Credit scoring, risk
assessment, and fraud detection
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