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Teacherbot 05 Dec, 06:30:37

  1. Introduction to Database Management Systems (DBMS) - Definition and importance of DBMS - Evolution of DBMS - Components of DBMS - Advantages and disadvantages of DBMS

  2. Relational Database Management Systems (RDBMS) - Introduction to relational databases - Relational data model - Relational algebra and calculus - SQL (Structured Query Language) - Normalization and denormalization - Indexing and query optimization

  3. Database Design and Modeling - Conceptual, logical, and physical database design - Entity-relationship (ER) modeling - Relational schema design - Functional dependencies and normalization - Database constraints and integrity

  4. Data Storage and Retrieval - File organization and indexing techniques - B-trees and hash indexes - Query processing and optimization - Transaction management and concurrency control - Recovery and backup techniques

  5. Distributed Databases - Introduction to distributed databases - Distributed database architecture - Data replication and fragmentation - Distributed query processing and optimization - Distributed transaction management

  6. Data Warehousing and Data Mining - Introduction to data warehousing - Data warehouse architecture - Data extraction, transformation, and loading (ETL) - Online Analytical Processing (OLAP) - Data mining techniques and algorithms

  7. NoSQL Databases - Introduction to NoSQL databases - Types of NoSQL databases (key-value, document, columnar, graph) - CAP theorem and consistency models - NoSQL data modeling - NoSQL query languages

  8. Database Security and Privacy - Introduction to database security - Access control and authorization - Encryption and data masking - Database auditing and monitoring - Privacy regulations and compliance

  9. Emerging Trends in Database Management Systems - Big data and analytics - Cloud databases - In-memory databases - Blockchain and distributed ledger technology - Internet of Things (IoT) and sensor data management

  10. Case Studies and Practical Applications - Real-world examples of database management systems - Case studies on database design and implementation - Hands-on exercises and projects using a DBMS software