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Data Engineering Skills for ETL/ELT Pipeline Development in Analytical Stores

Modern analytics depend on a steady flow of reliable data. Whether you are building dashboards, training ML models, or running customer segmentation, the quality of outcomes is closely tied to the quality of upstream pipelines. This is where ETL and ELT workflows matter. Robust...

Integration Testing: A Look at How to Ensure Your Services Work Together

In the vast orchestra of modern software systems, integration testing acts as the rehearsal before the grand performance. Each service—like a musician with a different instrument—might sound perfect alone, but only when they play in harmony does the symphony truly come alive. Yet, ensuring...

Multicloud Deployment Strategies for Full Stack Applications

Introduction Cloud computing has become the spine of modern application deployment. Instead of hosting applications on a single physical server, developers now use cloud platforms like AWS, Azure, and Google Cloud to run their services. While many companies choose one cloud provider, more businesses are...