Скачать или смотреть RDS vs. Redshift: Understanding Structured Data & OLTP vs. OLAP on AWS

Unlock the power of managed databases on AWS! 🚀
In this comprehensive tutorial, we dive deep into Amazon RDS (Relational Database Service) and explain how it handles structured data for modern applications. Whether you are a Data Scientist or a Cloud Engineer, understanding how to deploy and manage relational databases is a core skill.
In this video, you will learn:
✅ Structured Data Fundamentals: What defines structured data and why schema-fixed databases matter.
✅ RDS vs. Redshift: The critical difference between OLTP (Online Transactional Processing) and OLAP (Online Analytical Processing).
✅ AWS Managed Services: How AWS handles administrative tasks like backups, patching, and scaling for you.
✅ Step-by-Step RDS Setup: Creating a MySQL instance using the AWS Free Tier.
✅ Security & Connectivity: Configuring Security Groups (firewalls) and connecting to your database via an Amazon EC2 instance.
✅ SQL Hands-on: Creating tables, inserting sample customer/order data, and performing SQL Joins and Aggregations.
Key Concepts Covered:
RDS DB Engines (MySQL, PostgreSQL, MariaDB, etc.).
Multi-AZ vs. Single-AZ deployments for high availability.
Endpoint configuration and port 3306.
The role of AWS Secrets Manager vs. Self-managed credentials.