Database Design and Modeling

  1. Database Design Patterns and Best Practices
    1. Common Design Patterns
      1. Lookup Tables
        1. Audit Trails
          1. Soft Deletes
            1. Versioning Patterns
              1. Configuration Tables
              2. Anti-Patterns to Avoid
                1. God Tables
                  1. Excessive Normalization
                    1. Inappropriate Denormalization
                      1. Missing Constraints
                        1. Poor Naming Conventions
                        2. Performance Design Patterns
                          1. Read Replicas
                            1. Caching Strategies
                              1. Batch Processing
                                1. Incremental Updates
                                2. Security Design Patterns
                                  1. Data Encryption
                                    1. Access Control
                                      1. Audit Logging
                                        1. Data Masking
                                        2. Scalability Patterns
                                          1. Horizontal Partitioning
                                            1. Vertical Partitioning
                                              1. Database Sharding
                                                1. Replication Strategies

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                                              7. Advanced Data Modeling Concepts

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                                              9. Database Design Tools and Methodologies