DataOps School

1. Introduction & Overview What is CDC (Change Data Capture)? Change Data Capture (CDC) is a design pattern and technology that identifies and tracks changes (inserts, updates,…

Introduction & Overview What is Streaming Ingestion? Streaming ingestion refers to the continuous collection, processing, and ingestion of real-time data into storage or analytics systems. Unlike batch…

1. Introduction & Overview What is Reverse ETL? Reverse ETL (Extract, Transform, Load) is the process of moving data from a centralized data warehouse or data lake…

1. Introduction & Overview In the data-driven world of DevSecOps, integrating robust data pipelines is crucial to gain visibility, enforce policies, monitor security, and drive automation across…

📌 Introduction & Overview In the fast-evolving world of DevSecOps, where security, development, and operations merge into a unified lifecycle, data plays a central role. Whether it’s…

1. Introduction & Overview What is Delta Lake? Delta Lake is an open-source storage layer that brings ACID (Atomicity, Consistency, Isolation, Durability) transactions to Apache Spark and…

1. Introduction & Overview What is Snowflake? Snowflake is a cloud-native data warehousing and analytics platform that supports data storage, processing, and analysis. Built on top of…

BigQuery in DevSecOps 1. Introduction & Overview What is BigQuery? BigQuery is a fully managed, serverless, and highly scalable enterprise data warehouse provided by Google Cloud Platform…

1. Introduction & Overview What is Amazon Redshift? Amazon Redshift is a fully managed, petabyte-scale cloud data warehouse service provided by AWS. It allows for fast query…

1. Introduction & Overview What is OLTP? OLTP (Online Transaction Processing) refers to a class of systems that manage transaction-oriented applications, typically for data entry and retrieval…

Introduction & Overview What is OLAP? OLAP (Online Analytical Processing) refers to a category of tools and technologies that enable users to analyze large volumes of multidimensional…

1. Introduction & Overview What is a Lakehouse? A Lakehouse is a modern data management architecture that combines the best features of data lakes (cost-efficient storage for…

📌 Introduction & Overview What is a Data Warehouse? A Data Warehouse (DW) is a centralized repository designed to store, manage, and analyze vast amounts of structured…

1. Introduction & Overview In the realm of DevSecOps, the need for scalable, secure, and cost-effective data storage that can accommodate varied data types from multiple pipelines…

1. Introduction & Overview What is a Relational Database? A Relational Database is a type of database that stores data in tables (also called relations), where each…

1. Introduction & Overview What is AWS Glue? AWS Glue is a fully managed serverless data integration service provided by Amazon Web Services. It simplifies the process…

1. Introduction & Overview What is Azure Data Factory? Azure Data Factory (ADF) is a cloud-based ETL (Extract, Transform, Load) and data integration service provided by Microsoft…

1. Introduction & Overview What is Matillion? Matillion is a cloud-native ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform) platform designed for data transformation and integration…

1. Introduction & Overview What is Fivetran? Fivetran is a fully managed data pipeline platform that automates the process of extracting, loading, and transforming (ELT) data from…

1. Introduction & Overview What is Informatica? Informatica is a leading Enterprise Data Integration platform widely used for data extraction, transformation, and loading (ETL). It facilitates seamless…