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Course Outline

Review of SQL Fundamentals

  • Recap of SELECT, WHERE, and GROUP BY clauses.
  • Quick review of various JOIN types.
  • Understanding the order of query execution.

Data Manipulation Statements

  • INSERT INTO operations.
  • UPDATE and DELETE commands.
  • Transaction control (BEGIN, COMMIT, ROLLBACK).

Advanced Joins and Set Operations

  • FULL OUTER JOIN.
  • UNION, INTERSECT, and EXCEPT operations.
  • SELF JOIN techniques.

Subqueries and Derived Tables

  • Differentiating between correlated and non-correlated subqueries.
  • Utilizing subqueries within the FROM clause.
  • Working with CTEs (Common Table Expressions).

Window Functions

  • Understanding ROW_NUMBER, RANK, and DENSE_RANK.
  • Implementing PARTITION BY and ORDER BY.
  • Using LEAD and LAG functions.

Data Types and Functions

  • Working with string and date functions.
  • Utilizing CASE and IF statements.
  • Managing type conversions and null values.

Query Optimization

  • Gaining an understanding of indexes.
  • Using the EXPLAIN utility.
  • Adopting best practices for writing efficient queries.

Summary and Next Steps

Requirements

  • Fundamental knowledge of SQL SELECT statements.
  • Practical experience with filtering, sorting, and basic joins.
  • A solid understanding of relational database concepts.

Target Audience

  • Data analysts.
  • Developers working with SQL databases.
  • Business intelligence professionals.
 14 Hours

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