Transactional Sales
Predictive Reporting
Using Data to Drive Predictions
Utilizing Predictive Models
Data Overview
Predictive Reporting 
Key Components Data Collection: Gathering relevant data from various sources, including
transactional databases, customer relationship management (CRM) systems, and external data sources
...Retail Inventory management,
sales forecasting, customer behavior analysis
...
Using Data to Drive Predictions Key Components of Predictive Analytics Data Collection: Gathering relevant data from various sources, including
transactional databases, social media, and IoT devices
...Sales forecasting, risk assessment Time Series Analysis Analyzing data points collected or recorded at specific time intervals
...
Utilizing Predictive Models models are built using several key components: Data Collection: Gathering relevant data from various sources, including
transactional records, customer interactions, and market research
...Sales forecasting, financial predictions Logistic Regression A statistical method used for binary classification problems
...
Data Overview Transactional Data: Collecting data from
sales transactions provides quantitative insights into customer purchasing behavior
...
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