Operational Assessment
Data Mining for Evaluating Business Performance
The Role of Predictive Analytics in Business
Data Analysis Strategies
Data Enrichment
Data Quality in Big Data Analytics
Understanding Data Analysis Techniques
Risks
Data Quality 
Operational Efficiency: High-quality data streamlines processes, reducing the time and resources spent on correcting errors
...Data Quality
Assessment Tools Various tools can assist organizations in assessing and improving data quality: Tool Description Data Profiling Tools Analyze data to understand its structure, content, and
...
Data Mining for Evaluating Business Performance 
techniques can provide valuable insights into various aspects of a business, including sales trends, customer behavior, and
operational efficiency
...segmentation Targeted marketing campaigns Finance Credit scoring Risk
assessment and management Manufacturing Quality control Reduction in defects and waste Healthcare Patient
...
The Role of Predictive Analytics in Business 
In the realm of business, predictive analytics plays a crucial role in enhancing decision-making processes, improving
operational efficiency, and driving profitability
...Supply Chain Management Demand forecasting Inventory optimization Supplier risk
assessment Financial Services Credit scoring Fraud detection Risk management Human Resources
...
Data Analysis Strategies 
In the realm of business, effective data analysis can lead to enhanced
operational efficiency, improved customer satisfaction, and increased profitability
...2 Applications EDA is commonly used in: Initial data
assessment Feature selection for predictive modeling Understanding data distributions 6
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Data Enrichment 
business sectors, particularly in business analytics and predictive analytics, to improve decision-making, customer insights, and
operational efficiency
...Finance: Improving credit scoring and risk
assessment through enriched financial data
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Data Quality in Big Data Analytics 
Variety Data comes in multiple formats (structured, unstructured, semi-structured), complicating quality
assessment ...profiling and regular audits, Company C was able to identify and correct data entry errors, resulting in a 20% increase in
operational efficiency
...
Understanding Data Analysis Techniques 
It helps businesses track sales, customer behavior, and
operational efficiency
...Learning Algorithms Predictive Modeling Applications Businesses utilize predictive analysis for demand forecasting, risk
assessment, and customer segmentation
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Risks 
Types of Risks Risks in business analytics and data governance can be categorized into several types:
Operational Risks: Risks arising from internal processes, people, and systems
...Risk
Assessment Conduct regular risk assessments to identify and evaluate potential risks
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Relationships 
Operational Efficiency: Analyzing relationships within operational data can uncover inefficiencies and areas for improvement
...Finance: Relationship analysis aids in credit scoring and risk
assessment by evaluating the connections between financial variables
...
Enhancing Performance Measurement through BI 
Tableau Data visualization, dashboard creation, real-time analytics Sales performance tracking,
operational efficiency analysis Power BI Interactive reports, data connectivity, cloud-based services Financial reporting, marketing campaign analysis
...satisfaction measurement SAS Advanced analytics, predictive modeling, data management Risk
assessment, performance forecasting Best Practices for Implementing BI in Performance Measurement To effectively enhance performance measurement through BI,
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