NoSQL Databases

  1. Querying and Data Interaction
    1. Query Interfaces and APIs
      1. RESTful API Patterns
        1. HTTP Methods
          1. Resource-Based URLs
            1. Status Codes
              1. Content Negotiation
              2. Native Database APIs
                1. Driver-Based Access
                  1. Connection Management
                    1. Error Handling
                    2. SDK and Client Libraries
                      1. Language-Specific SDKs
                        1. Connection Pooling
                          1. Async Programming Support
                        2. Query Languages and Syntax
                          1. Proprietary Query Languages
                            1. Database-Specific Syntax
                              1. Learning Curve Considerations
                              2. Standardized Query Languages
                                1. SQL-Like Languages
                                  1. GraphQL Integration
                                  2. Programmatic Query Building
                                    1. Query Builders
                                      1. ORM and ODM Tools
                                    2. Indexing Strategies
                                      1. Index Fundamentals
                                        1. Purpose and Benefits
                                          1. Performance Impact
                                            1. Storage Overhead
                                            2. Primary Indexes
                                              1. Automatic Primary Key Indexing
                                                1. Clustered vs Non-Clustered
                                                2. Secondary Indexes
                                                  1. Single-Field Indexes
                                                    1. Performance Considerations
                                                      1. Maintenance Overhead
                                                      2. Composite Indexes
                                                        1. Multi-Field Indexing
                                                          1. Index Order Importance
                                                            1. Query Optimization
                                                            2. Specialized Index Types
                                                              1. Full-Text Search Indexes
                                                                1. Geospatial Indexes
                                                                  1. TTL Indexes
                                                                    1. Sparse Indexes
                                                                      1. Partial Indexes
                                                                    2. Aggregation and Analytics
                                                                      1. Server-Side Processing
                                                                        1. Reducing Network Traffic
                                                                          1. Computational Efficiency
                                                                          2. MapReduce Paradigm
                                                                            1. Map Function Design
                                                                              1. Reduce Function Design
                                                                                1. Distributed Processing
                                                                                  1. Use Cases and Examples
                                                                                  2. Aggregation Pipelines
                                                                                    1. Pipeline Stages
                                                                                      1. Data Transformation
                                                                                        1. Grouping Operations
                                                                                          1. Filtering and Matching
                                                                                            1. Sorting and Limiting
                                                                                              1. Projection Operations
                                                                                              2. Real-Time Analytics
                                                                                                1. Streaming Aggregations
                                                                                                  1. Window Functions
                                                                                                    1. Event Processing

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                                                                                                4. Data Modeling in NoSQL

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                                                                                                6. Architecture, Operations, and Security