Documenting my path to Data Architecture | Brand: Data With RISHAL
This repository is organized into strategic modules designed to master database engineering from the ground up.
- Focus: Foundations of data retrieval.
- Concepts:
SELECT,FROM,WHERE,LIMIT, and Aliasing. - Industry Scenario: Initial data exploration.
- Status: ✅ Complete
- Focus: Business Intelligence and Logic.
- Concepts:
IN,BETWEEN,LIKE(Wildcards), and Logical Operators (AND/OR). - Industry Scenario: Retail Performance Analytics for high-margin inventory.
- Status: ✅ Complete
- Focus: Statistical Insights & Business Metrics.
- Concepts:
GROUP BY,SUM(),AVG(),COUNT(), andHAVING. - Industry Scenario: Executive-level Q1 Sales Reporting.
- Status: ✅ Complete
- Focus: Data Connectivity & Schema Relationships.
- Concepts:
INNER JOIN,LEFT JOIN,ONclause, and Table Aliasing. - Industry Scenario: Mapping Customer Journeys & Order History.
- Status: ✅ Complete
- Focus: Database Structural Engineering.
- Concepts:
CREATE TABLE,ALTER TABLE, Data Types (INT,VARCHAR,DECIMAL), and Default Values. - Industry Scenario: Designing an Inventory Management Schema.
- Status: ✅ Complete
- Focus: Protecting Data Quality.
- Concepts:
PRIMARY KEY,FOREIGN KEY,UNIQUE,CHECK, andDEFAULT. - Industry Scenario: Enforcing Business Rules in a User Management System.
- Status: ✅ Complete
- Focus: Managing the Data Lifecycle.
- Concepts:
INSERT INTO,UPDATE,DELETE, andWHEREclause safety. - Industry Scenario: Real-time Inventory Updates and Record Maintenance.
- Status: ✅ Complete
- Focus: Query Optimization & System Performance.
- Concepts:
B-Tree Indexing,Composite Indexes, andSQL Views. - Architectural Goal: Minimizing latency and abstracting schema complexity for scalable applications.
- Status: ✅ Complete
- Focus: Complex Logical Structures & Modular SQL.
- Concepts:
Common Table Expressions (CTEs),Recursive Queries, andCorrelated Subqueries. - Architectural Goal: Writing readable, maintainable, and high-performance logic for business intelligence.
- Status: ✅ Complete
- Focus: Server-Side Logic & Automation.
- Concepts:
Stored Procedures,DELIMITER,Parameters (IN/OUT), andEncapsulation. - Architectural Goal: Reducing network traffic and centralizing business logic within the database.
- Status: 🏆 COMPLETED
- IDE: MySQL Workbench
- Version Control: GitHub Desktop / Git
“Designing the blueprints for tomorrow's data today.”