SQL Learning plan in 2024
|-- Week 1: Introduction to SQL
| |-- SQL Basics
| | |-- What is SQL?
| | |-- History and Evolution of SQL
| | |-- Relational Databases
| |-- Setting up for SQL
| | |-- Installing MySQL/PostgreSQL
| | |-- Setting up a Database
| | |-- Basic SQL Syntax
| |-- First SQL Queries
| | |-- SELECT Statements
| | |-- WHERE Clauses
| | |-- Basic Filtering
|
|-- Week 2: Intermediate SQL
| |-- Advanced SELECT Queries
| | |-- ORDER BY
| | |-- LIMIT
| | |-- Aliases
| |-- Joining Tables
| | |-- INNER JOIN
| | |-- LEFT JOIN
| | |-- RIGHT JOIN
| | |-- FULL OUTER JOIN
| |-- Aggregations
| | |-- COUNT, SUM, AVG, MIN, MAX
| | |-- GROUP BY
| | |-- HAVING Clauses
|
|-- Week 3: Advanced SQL Techniques
| |-- Subqueries
| | |-- Basic Subqueries
| | |-- Correlated Subqueries
| |-- Window Functions
| | |-- ROW_NUMBER, RANK, DENSE_RANK
| | |-- NTILE, LEAD, LAG
| |-- Advanced Joins
| | |-- Self Joins
| | |-- Cross Joins
| |-- Data Types and Functions
| | |-- Date Functions
| | |-- String Functions
| | |-- Numeric Functions
|
|-- Week 4: Database Design and Normalization
| |-- Database Design Principles
| | |-- ER Diagrams
| | |-- Relationships and Cardinality
| |-- Normalization
| | |-- First Normal Form (1NF)
| | |-- Second Normal Form (2NF)
| | |-- Third Normal Form (3NF)
| |-- Indexes and Performance Tuning
| | |-- Creating Indexes
| | |-- Understanding Execution Plans
| | |-- Optimizing Queries
|
|-- Week 5: Stored Procedures and Functions
| |-- Stored Procedures
| | |-- Creating Stored Procedures
| | |-- Parameters in Stored Procedures
| | |-- Error Handling
| |-- Functions
| | |-- Scalar Functions
| | |-- Table-Valued Functions
| | |-- System Functions
|
|-- Week 6: Transactions and Concurrency
| |-- Transactions
| | |-- ACID Properties
| | |-- COMMIT and ROLLBACK
| | |-- Savepoints
| |-- Concurrency Control
| | |-- Locking Mechanisms
| | |-- Isolation Levels
| | |-- Deadlocks and How to Avoid Them
|
|-- Week 7-8: Advanced SQL Topics
| |-- Triggers
| | |-- Creating and Using Triggers
| | |-- AFTER and BEFORE Triggers
| | |-- INSTEAD OF Triggers
| |-- Views
| | |-- Creating Views
| | |-- Updating Views
| | |-- Indexed Views
| |-- Security
| | |-- User Management
| | |-- Roles and Permissions
| | |-- SQL Injection Prevention
|
|-- Week 9-11: Real-world Applications and Projects
| |-- Capstone Project
| | |-- Designing a Database Schema
| | |-- Implementing the Schema
| | |-- Writing Complex Queries
| | |-- Optimizing and Tuning
| |-- ETL Processes
| | |-- Data Extraction
| | |-- Data Transformation
| | |-- Data Loading
| |-- Data Analysis and Reporting
| | |-- Creating Reports
| | |-- Data Visualization with SQL
| | |-- Integration with BI Tools
|
|-- Week 12: Post-Project Learning
| |-- Database Administration
| | |-- Backup and Restore
| | |-- Maintenance Plans
| | |-- Performance Monitoring
| |-- SQL in the Cloud
| | |-- AWS RDS
| | |-- Google Cloud SQL
| | |-- Azure SQL Database
| |-- Continuing Education
| | |-- Advanced SQL Topics
| | |-- Research Papers
| | |-- New Developments in SQL
|
|-- Resources and Community
| |-- Online Courses (Coursera, Udacity)
| |-- Books (SQL for Data Analysis, Learning SQL)
| |-- SQL Blogs and Resources
| |-- GitHub Repositories
Here you can find SQL Interview Resources👇
https://topmate.io/analyst/864764
Like this post if you need more 👍❤️
Share with credits: https://t.me/sqlspecialist
Hope it helps :)
|-- Week 1: Introduction to SQL
| |-- SQL Basics
| | |-- What is SQL?
| | |-- History and Evolution of SQL
| | |-- Relational Databases
| |-- Setting up for SQL
| | |-- Installing MySQL/PostgreSQL
| | |-- Setting up a Database
| | |-- Basic SQL Syntax
| |-- First SQL Queries
| | |-- SELECT Statements
| | |-- WHERE Clauses
| | |-- Basic Filtering
|
|-- Week 2: Intermediate SQL
| |-- Advanced SELECT Queries
| | |-- ORDER BY
| | |-- LIMIT
| | |-- Aliases
| |-- Joining Tables
| | |-- INNER JOIN
| | |-- LEFT JOIN
| | |-- RIGHT JOIN
| | |-- FULL OUTER JOIN
| |-- Aggregations
| | |-- COUNT, SUM, AVG, MIN, MAX
| | |-- GROUP BY
| | |-- HAVING Clauses
|
|-- Week 3: Advanced SQL Techniques
| |-- Subqueries
| | |-- Basic Subqueries
| | |-- Correlated Subqueries
| |-- Window Functions
| | |-- ROW_NUMBER, RANK, DENSE_RANK
| | |-- NTILE, LEAD, LAG
| |-- Advanced Joins
| | |-- Self Joins
| | |-- Cross Joins
| |-- Data Types and Functions
| | |-- Date Functions
| | |-- String Functions
| | |-- Numeric Functions
|
|-- Week 4: Database Design and Normalization
| |-- Database Design Principles
| | |-- ER Diagrams
| | |-- Relationships and Cardinality
| |-- Normalization
| | |-- First Normal Form (1NF)
| | |-- Second Normal Form (2NF)
| | |-- Third Normal Form (3NF)
| |-- Indexes and Performance Tuning
| | |-- Creating Indexes
| | |-- Understanding Execution Plans
| | |-- Optimizing Queries
|
|-- Week 5: Stored Procedures and Functions
| |-- Stored Procedures
| | |-- Creating Stored Procedures
| | |-- Parameters in Stored Procedures
| | |-- Error Handling
| |-- Functions
| | |-- Scalar Functions
| | |-- Table-Valued Functions
| | |-- System Functions
|
|-- Week 6: Transactions and Concurrency
| |-- Transactions
| | |-- ACID Properties
| | |-- COMMIT and ROLLBACK
| | |-- Savepoints
| |-- Concurrency Control
| | |-- Locking Mechanisms
| | |-- Isolation Levels
| | |-- Deadlocks and How to Avoid Them
|
|-- Week 7-8: Advanced SQL Topics
| |-- Triggers
| | |-- Creating and Using Triggers
| | |-- AFTER and BEFORE Triggers
| | |-- INSTEAD OF Triggers
| |-- Views
| | |-- Creating Views
| | |-- Updating Views
| | |-- Indexed Views
| |-- Security
| | |-- User Management
| | |-- Roles and Permissions
| | |-- SQL Injection Prevention
|
|-- Week 9-11: Real-world Applications and Projects
| |-- Capstone Project
| | |-- Designing a Database Schema
| | |-- Implementing the Schema
| | |-- Writing Complex Queries
| | |-- Optimizing and Tuning
| |-- ETL Processes
| | |-- Data Extraction
| | |-- Data Transformation
| | |-- Data Loading
| |-- Data Analysis and Reporting
| | |-- Creating Reports
| | |-- Data Visualization with SQL
| | |-- Integration with BI Tools
|
|-- Week 12: Post-Project Learning
| |-- Database Administration
| | |-- Backup and Restore
| | |-- Maintenance Plans
| | |-- Performance Monitoring
| |-- SQL in the Cloud
| | |-- AWS RDS
| | |-- Google Cloud SQL
| | |-- Azure SQL Database
| |-- Continuing Education
| | |-- Advanced SQL Topics
| | |-- Research Papers
| | |-- New Developments in SQL
|
|-- Resources and Community
| |-- Online Courses (Coursera, Udacity)
| |-- Books (SQL for Data Analysis, Learning SQL)
| |-- SQL Blogs and Resources
| |-- GitHub Repositories
Here you can find SQL Interview Resources👇
https://topmate.io/analyst/864764
Like this post if you need more 👍❤️
Share with credits: https://t.me/sqlspecialist
Hope it helps :)