Data & Business Intelligence
Data & Business Intelligence encompasses the strategies, technologies, and practices for analyzing and utilizing data to support business decisions.
- Knowledge domains
- /Thematic areas
- /Segments
- /Building blocks
Data Sources & Acquisition
This segment covers identifying and classifying data sources and the mechanisms by which data is acquired for analytics. It includes internal and external sources, event and transactional data, master data, and aspects such as availability, freshness, and granularity. The focus is on getting data into the analytics domain, independent of how it is later modeled, analyzed, or visualized.
ETL Pipeline Design
ETL Pipeline Design describes the process of data extraction, transformation, and loading.
Incremental Load Strategy
A strategy for incremental data loading that enhances the efficiency of data processing.
Source System Analysis
A structured approach to analyzing source systems within an organization.
Batch Processing
Batch processing is a process where a group of tasks or data is processed in a single batch.
Change Data Capture (CDC)
Change Data Capture is a concept that captures changes to databases and processes them in real time.
Cloud Storage Systems
Cloud storage systems provide flexible and scalable data storage over the internet.
Extract, Load, Transform (ELT)
A data processing method where data is extracted from various sources, loaded, and then transformed.
Extract, Transform, Load (ETL)
ETL is a data integration process that extracts data from various sources, transforms it, and loads it into a target system.
Stream Processing
Stream processing is a method for continuously analyzing and processing incoming data streams in real-time.
Fivetran
Automated data integration for modern data warehouses.
Apache Airflow
Platform for orchestrating, scheduling and monitoring workflows and data pipelines using Python DAGs.
Apache Kafka
Kafka is a distributed streaming platform designed for processing real-time data streams.
Apache Spark
Spark is a powerful open-source framework for processing large datasets.
Debezium
Debezium is an open-source platform that provides Change Data Capture for various databases.