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How Databases work

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  • Introduction to Databases
    • 1.1What is a Database?
    • 1.2Importance of Databases
    • 1.3Types of Databases
  • Database Models
    • 2.1Hierarchical Model
    • 2.2Network Model
    • 2.3Relational Model
    • 2.4Object-oriented Model
  • Relational Databases
    • 3.1Introduction to Relational Databases
    • 3.2Tables, Records, and Fields
    • 3.3Keys and Indexes
  • SQL Basics
    • 4.1Introduction to SQL
    • 4.2Basic SQL Commands
    • 4.3Creating and Modifying Tables
  • Advanced SQL
    • 5.1Joins
    • 5.2Subqueries
    • 5.3Stored Procedures
  • Database Design
    • 6.1Normalization
    • 6.2Entity-Relationship Diagrams
    • 6.3Data Integrity
  • Transaction Management
    • 7.1ACID Properties
    • 7.2Concurrency Control
    • 7.3Recovery Techniques
  • Database Security
    • 8.1Security Threats
    • 8.2Access Control
    • 8.3Encryption and Authentication
  • NoSQL Databases
    • 9.1Introduction to NoSQL
    • 9.2Types of NoSQL Databases
    • 9.3Use Cases for NoSQL
  • Big Data and Databases
    • 10.1Introduction to Big Data
    • 10.2Big Data Technologies
    • 10.3Big Data and Databases
  • Cloud Databases
    • 11.1Introduction to Cloud Databases
    • 11.2Benefits and Challenges
    • 11.3Popular Cloud Database Providers
  • Database Administration
    • 12.1Roles and Responsibilities of a Database Administrator
    • 12.2Database Maintenance
    • 12.3Performance Tuning
  • Future Trends in Databases
    • 13.1In-memory Databases
    • 13.2Autonomous Databases
    • 13.3Blockchain and Databases

    Database Models

    Understanding the Relational Model

    branch of mathematics that studies sets, which are collections of objects

    Branch of mathematics that studies sets, which are collections of objects.

    The relational model is one of the most widely used database models due to its simplicity, flexibility, and power. It was first proposed by E.F. Codd in 1970 and has since become the standard for most commercial database systems.

    Definition of the Relational Model

    The relational model organizes data into tables, also known as relations, which consist of rows and columns. Each row represents a unique record, and each column represents a field or attribute of the data. The relational model is based on the concept of mathematical relations, hence the name.

    Structure and Characteristics of the Relational Model

    A key characteristic of the relational model is the use of keys. A key is a specific field that uniquely identifies a record. There are two types of keys in the relational model: primary keys and foreign keys. A primary key uniquely identifies a record within a table, while a foreign key is used to link two tables together.

    Another important feature of the relational model is its support for operations based on set theory. These operations, such as union, intersection, and difference, allow for powerful and flexible data manipulation.

    Advantages of the Relational Model

    The relational model offers several advantages:

    1. Simplicity: The use of tables, rows, and columns makes the model easy to understand and use.
    2. Flexibility: The relational model can handle a wide range of data types and relationships.
    3. Data Integrity: The use of primary and foreign keys ensures that data is accurate and consistent.
    4. Efficiency: Sophisticated algorithms and indexing techniques make data retrieval fast and efficient.

    Disadvantages of the Relational Model

    Despite its many advantages, the relational model also has some disadvantages:

    1. Complexity: While the model itself is simple, designing a good relational database can be complex and requires a deep understanding of the data and its relationships.
    2. Performance: For very large datasets or complex queries, the relational model can be slower than other models.
    3. Scalability: The relational model can struggle with scalability, especially in distributed systems.

    Real-world Examples of the Relational Model

    The relational model is used in a wide range of applications, from small personal projects to large enterprise systems. Examples of relational databases include MySQL, PostgreSQL, Oracle Database, and Microsoft SQL Server.

    In conclusion, the relational model is a powerful and flexible way to organize data. Its use of tables, keys, and set-based operations make it a great choice for many different types of applications. However, like any tool, it's important to understand its strengths and weaknesses and to choose the right tool for the job.

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    Next up: Object-oriented Model