Sales Tax
Data Reporting
Understanding Customer Segmentation
Exploring Customer Insights
Big Data in Decision Making
Advanced Statistical Analysis for Market Trends
Integrating ERP Systems with BI
Predictive Frameworks
Data Mining in Manufacturing 
Inventory management,
sales forecasting Applications of Data Mining in Manufacturing Data mining has numerous applications in the manufacturing industry, which can lead to significant improvements in efficiency and competitiveness
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Key Statistics for Analysts 
testing Confidence Intervals Range of values for population parameters Estimating
sales forecasts p-Values Significance of results Evaluating marketing strategies Regression Analysis Modeling
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Data Reporting 
Commonly used in
sales forecasting and risk management
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Understanding Customer Segmentation 
Customer Relationship Management (CRM) Systems: Platforms like
Salesforce store customer data and facilitate segmentation
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Exploring Customer Insights 
Key Components of Predictive Analytics Data Collection: Gathering historical data from various sources, including
sales records, customer interactions, and market trends
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Big Data in Decision Making 
Amazon Personalized recommendations based on customer behavior Increased
sales and customer satisfaction Netflix Content recommendations and viewing patterns analysis Higher viewer engagement and retention
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Advanced Statistical Analysis for Market Trends 
This technique helps businesses understand how changes in market conditions can impact
sales, customer behavior, and other key performance indicators
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Integrating ERP Systems with BI 
Better Forecasting: With access to comprehensive data, businesses can make more accurate forecasts regarding
sales, inventory, and other critical areas
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Predictive Frameworks 
Sales forecasting, risk assessment Machine Learning Models Employ algorithms that improve automatically through experience
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Big Data Integration with Traditional Data 
customer transaction data with social media sentiment analysis to tailor marketing campaigns, resulting in a 15% increase in
sales ...
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