Introduction & Overview What is Change Data Capture (CDC)? Change Data Capture (CDC) is a design pattern and technology that identifies and captures changes (inserts, updates, deletes) in a source…
Introduction & Overview Streaming ingestion is a critical process in modern data engineering, enabling organizations to process and analyze data in real-time as it arrives from various sources. In the…
Introduction & Overview In the rapidly evolving landscape of data management, organizations strive to make data actionable across their operational systems. Reverse Extract, Transform, Load (Reverse ETL) has emerged as…
Introduction & Overview DataOps is a methodology that combines DevOps principles with data management to improve the speed, quality, and reliability of data analytics. At its core, ELT (Extract, Load,…
Introduction & Overview DataOps is a methodology that combines DevOps principles with data management to improve the speed, quality, and reliability of data analytics. At its core, ETL (Extract, Transform,…
Introduction & Overview Delta Lake is an open-source storage layer that brings reliability, performance, and scalability to data lakes by enabling ACID transactions, schema enforcement, and advanced data management features.…
Introduction & Overview Snowflake is a cloud-native data platform that has become a cornerstone for modern data management, particularly within the DataOps framework. DataOps, an evolution of DevOps principles applied…
Introduction & Overview Google BigQuery is a serverless, highly scalable, and cost-effective data warehouse designed for large-scale data analytics. It is a cornerstone of modern DataOps practices, enabling teams to…
Introduction & Overview Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the AWS cloud, designed for high-performance analytics and large-scale data processing. In the context of DataOps,…
Introduction & Overview What is OLTP? Online Transaction Processing (OLTP) is a class of data processing systems designed to handle high volumes of small, real-time transactions efficiently. These systems are…