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What are databases?

What is a database?

  • Organized collection of data
  • Designed for efficient storage, retrieval and modification
  • Data is structured
  • Tables, documents, graphs, etc.
  • Managed by database software (DBMS)
  • Supports multiple users and applications
  • Provides data integrity, consistency and security

Where are databases used?

  • Web applications
  • Mobile applications
  • Financial systems and banking
  • E-commerce
  • Data-analytics and reporting
  • IoT and sensor data systems
  • Healthcare systems and patient records

Different database types

  • Relational databases
    • Table based, fixed schema
  • Document databases
    • JSON/XML documents, flexible schema
  • Key-value stores
    • Simple key -> value access
  • Column-oriented databases
    • Optimized for analytics
  • Graph-databases
    • Nodes and relationships
  • Time-series databases
    • Optimized for time-stamped data
  • In-memory databases
    • Data stored primarily in RAM

SQL databases vs NoSQL databases

SQL databases

  • Usually relational
  • More traditional
  • Data structured as tables
  • Transactions
    • Strong data consistency

NoSQL databases

  • Relations often optional
  • Data can be unstructured
  • Do not use SQL (no-sql)
    • Database specific API
  • Data consistency is often event level
    • One operation at time

Relational database software

Free software

  • MySQL
    • Owed by Oracle
    • Commercial and GPL licenced
  • MariaDB
    • Used on this course
    • Open source fork of MySQL
    • Pretty much drop-in replacement for MySQL
  • PostgreSQL
    • Open source, more features than MySQL / MariaDB
  • SQLite
    • Small / simple
    • Directly supported for example in Python core libraries

Commercial

  • Oracle
  • Microsoft SQL Server
  • MySQL

MariaDB

  • Open source fork of MySQL
    • Created when Oracle bought the MySQL
  • Same creator as original MySQL has
  • Tries to maintain compatibility with MySQL
  • Many open source projects have switched to MariaDB
  • Has new features that MySQL does not have

Lapland University of Applied Sciences

© 2026 Juha Petäjäjärvi

© 2026 Juha Petäjäjärvi