Posted inAWS azure Big data

AWS vs Azure Services Comparison.

A practical, side-by-side map for architects and engineers. Compute & Containers AWSAzureWhen to choose EC2Virtual MachinesGeneral-purpose VMs; widest image flexibility. EC2 Auto ScalingVM Scale SetsScale a VM fleet automatically. EKSAKSManaged…
Azure IoT streaming analytics
Posted inAzure Event Hubs Power Bi

Azure IoT streaming analytics

Overview. This pipeline ingests and processes real‑time IoT telemetry using Azure services. Devices send sensor data to Event Hubs, which buffers the incoming stream. Azure Databricks (or Azure Stream Analytics)…
AWS serverless streaming analytics
Posted inAWS Big data Kinesis

AWS serverless streaming analytics

Overview. This pipeline demonstrates a fully serverless streaming analytics architecture on AWS. High‑volume events flow into Amazon Kinesis Data Streams. An AWS Lambda function batches and transforms records in real time before…
Posted inBig data SQL

Foundation of SQL for Beginners

The Basics Chapter is designed to provide a strong foundation in SQL for those new to data analytics, equipping learners with the skills needed to interact with relational databases effectively.…