Overview of Introduction to Business Intelligence
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- Introduction to Business Intelligence
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Introduction to Business Intelligence
- Overview of Business Intelligence & Data-Driven Decision Making
- Definition of Business Intelligence (BI)
- BI is the process of transforming raw data into actionable insights to support strategic, tactical, and operational decision-making.
- Key Components:
- Data Gathering: Collecting data from multiple sources (e.g., ERP, CRM, IoT).
- Data Standardization: Cleaning and structuring data for consistency.
- Data Analysis: Applying statistical, machine learning, and visualization techniques.
- Reporting & Dashboards: Presenting insights via interactive tools (e.g., Power BI, Tableau).
- Importance of BI
- Competitive Advantage: Helps businesses identify market trends and customer preferences.
- Operational Efficiency: Optimizes processes like supply chain, inventory, and HR.
- Risk Mitigation: Detects fraud, predicts downturns, and ensures compliance.
BI vs. Data Analytics vs. Data Science