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Course Outline

Review of SQL Fundamentals

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

Data Manipulation Statements

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

Advanced Joins and Set Operations

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

Subqueries and Derived Tables

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

Window Functions

  • ROW_NUMBER, RANK, and DENSE_RANK.
  • PARTITION BY and ORDER BY clauses.
  • LEAD and LAG functions.

Data Types and Functions

  • String and date manipulation functions.
  • CASE and IF statements.
  • Type conversions and null handling strategies.

Query Optimization

  • Understanding the role of indexes.
  • Using the EXPLAIN tool.
  • Best practices for crafting efficient queries.

Summary and Next Steps

Requirements

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

Target Audience

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

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