Databases

1. Use Cases and Applications
   1. Business Intelligence
      1. Data Aggregation
         1. ETL for Business Intelligence
         2. Data Warehousing
      2. Analytics and Reporting
         1. Dashboards
         2. Scorecards
      3. Predictive Analytics
         1. Trend Analysis
         2. Forecasting Models
      4. Real-time Business Intelligence
         1. Streaming Data Processing
         2. Immediate Data Insights
   2. E-Commerce
      1. Inventory Management
         1. Stock Level Monitoring
         2. Automated Reordering Systems
      2. Customer Relationship Management (CRM)
         1. Customer Data Analytics
         2. Personalized Recommendations
      3. Transaction Processing
         1. Online Payment Systems
         2. Order Management
      4. Fraud Detection
         1. Anomaly Detection
         2. Machine Learning Models for Fraud Prevention
   3. Healthcare Systems
      1. Electronic Health Records (EHR)
         1. Patient Data Management
         2. Interoperability with Other Systems
      2. Clinical Decision Support
         1. Treatment Protocols
         2. Patient Monitoring and Alerts
      3. Research and Development
         1. Data for Clinical Trials
         2. Genomic Data Analysis
      4. Telemedicine
         1. Remote Patient Consultations
         2. Real-time Health Monitoring
   4. Finance and Banking
      1. Transaction Management Systems
         1. Real-time Transaction Processing
         2. Settlement Systems
      2. Risk Management
         1. Credit Scoring
         2. Predictive Risk Modeling
      3. Regulatory Compliance
         1. Anti-Money Laundering (AML) Systems
         2. Know Your Customer (KYC) Processes
      4. Investment Management
         1. Portfolio Analysis
         2. Algorithmic Trading
   5. Education Technology
      1. Learning Management Systems (LMS)
         1. Student Data Integration
         2. Course Management
      2. Educational Data Mining
         1. Learning Pattern Analysis
         2. Student Performance Prediction
      3. Personalized Learning
         1. Adaptive Learning Algorithms
         2. Custom Curriculum Paths
      4. Virtual Classrooms
         1. Online Course Delivery
         2. Real-time Student Engagement Tools
   6. Internet of Things (IoT) Systems
      1. Data Collection and Storage
         1. Sensor Data Aggregation
         2. Cloud-based IoT Databases
      2. Real-time Analytics
         1. Stream Processing of IoT Data
         2. Predictive Maintenance Alerts
      3. Smart Home Applications
         1. Home Automation Systems
         2. Energy Consumption Monitoring
      4. Industrial IoT
         1. Smart Manufacturing
         2. Asset Monitoring and Management