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Course Outline

Review of SQL Basics

  • Recap of SELECT, WHERE, and GROUP BY
  • Quick overview of JOIN types
  • Grasping the order of query execution

Data Manipulation Statements

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

Advanced Joins and Set Operations

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

Subqueries and Derived Tables

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

Window Functions

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

Data Types and Functions

  • String and date manipulation functions
  • CASE and IF conditional statements
  • Type conversions and handling null values

Query Optimization

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

Summary and Next Steps

Requirements

  • Fundamental understanding of SQL SELECT statements
  • Practical experience with filtering, sorting, and basic joins
  • Comprehension of relational database concepts

Target Audience

  • Data analysts
  • Developers interacting with SQL databases
  • Business intelligence specialists
 14 Hours

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