What is DataOps?

DataOps is a methodology that combines technology, processes, principles, and personnel to automate data orchestration throughout an organization.

Data Platform Design

  • Data Model: Kimball Model.
  • Data File Format Comparison: Apache Parquet, Avro, ORC, and Arrow.
  • Open Table Formats: Delta Table, Apache Iceberg, Hudi, and Hive.

Data Governance & Management

Data Lifecycle Management

Data Discovery & Curation

Data Management & Quality

Data Lineage

Data Quality

Master Data Management

Technical Capability

Data Architecture

Code Packaging

Integration Test

Monitoring & Alerting

Release Management