Data Analysis With SQL
Introduction to MySQL
What is MySQL?
History and evolution of MySQL
Features and benefits of using MySQL
Basic database concepts (DBMS, tables, rows, columns, etc.)
Setting up MySQL
Installing MySQL on Windows/Linux/mac
OSConfiguring MySQL server settings
Creating a new database and user accounts
Basic MySQL commands (CREATE, DROP, ALTER, etc.)
Data Types and Schema Design
MySQL data types (INT, VARCHAR, DATE, etc.)
Creating tables and schema design
Understanding primary keys, foreign keys, and indexes
Data normalization and denormalization
Data Manipulation
INSERT statements (adding new data)
UPDATE statements (modifying existing data)
DELETE statements (deleting data)
Data validation and error handling
SELECT statements (simple and complex queries)
WHERE clause and filtering data
JOINs (INNER, LEFT, RIGHT, FULL)
Subqueries and nested queries
Aggregate functions (SUM, AVG, MAX, etc.)
SQL Queries
Data Analysis and Reporting
Using SQL to analyze data (GROUP BY, HAVING, etc.)
Creating reports and visualizations
Introduction to MySQL views and stored procedures
Advanced Topics
MySQL indexing and caching
Transactions and locking
Stored procedures and functions
MySQL clustering and replication
Project Development
Applying MySQL skills to real-world projects
Designing and implementing a database schema
Writing SQL queries and stored procedures
Troubleshooting and optimizing database performance
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