Operational
Descriptive Statistics for Business Decisions
Performance Indicators
Data Analytics
Roles
ROI Analysis
Data Analytics Process
Key Metrics Visualization Best Practices
Data Governance for Customer Relationships 
Operational Efficiency: Streamlines processes by reducing data duplication and errors
...
Approaches 2 Advantages Enables proactive decision-making Optimizes resource allocation Enhances
operational efficiency 4
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Descriptive Statistics for Business Decisions Quality Control: Monitoring product quality and
operational efficiency
...
Performance Indicators Customer Lifetime Value (CLV), Net Promoter Score (NPS)
Operational KPIs Assess the efficiency of business operations
...
Data Analytics Operational Efficiency: Analytics can identify inefficiencies and streamline processes
...
Roles These roles contribute to the overall strategy and
operational efficiency of organizations
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ROI Analysis Operational Efficiency: How well the investment is managed can influence profitability
...
Data Analytics Process This may involve: Strategic planning
Operational improvements Resource allocation Market positioning Effective decision-making relies on the quality of the data analysis and the clarity of the insights presented
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Key Metrics Visualization Best Practices Operational Staff: Need actionable insights related to daily tasks
...
Data Governance Audit Implementing the recommendations from a data governance audit can lead to improved
operational efficiency and a stronger competitive advantage in the marketplace
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