SQL Databases
Category
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Definition
SQL Databases are relational database management systems that use Structured Query Language (SQL) for defining, manipulating, and querying data stored in tables with predefined schemas and relationships.
Key characteristics include:
- ACID Properties: Atomicity, Consistency, Isolation, Durability for reliable transactions
- Structured Schema: Predefined table structures with defined data types
- Relationships: Foreign keys and joins to establish data connections
- SQL Language: Standardized query language for data operations
- Indexing: Performance optimization through database indexes
Popular SQL databases include MySQL, PostgreSQL, Microsoft SQL Server, Oracle Database, and SQLite. In AI/ML contexts, SQL databases are used for data storage, feature engineering, data preprocessing, and storing model metadata and results.
tl;dr
Relational database systems using SQL for structured data storage and querying.