The following is the list of Data Management Disciplines defined by the Multi Dimensional (Previously known as "The Data Atom") Data Management Framework, for which training is provided through Edge DataWave (either at your own premises) or at outside computer equipped venues such as Velisa Africa Academy (Bryanston)

- The Information Value Chain Life Cycle

- General Knowledge of Data Management "Baseline"

- Data Governance

- Project Guidance

- Data Modelling & Design

- Data Architecture

- Data Security

- Data Quality

- Data Cleaning

- Terms and Definition Rationalisation

- Develop and Manage Glossaries

- Understand Taxonomies and Ontologies

- Definition Management

- Data Source Management

- Structured and Unstructured Data

- Information Management

- Information Development Management

- Data Development Management

- Data Operations Management

- Reference Data Management

- Metadata Management

- Master Data Management

- Data Warehouse Management

- Data Lake Management

- Big Data Management

- Business Intelligence Management

- Document and Content Management

- Data Science

- Big Data Analytics

- Artificial Intelligence

- Data Visualisation

- Data Environments Management

- Data Integration

- Data Storage

- Backup and Restoration

- Archiving and Recall

- Data Interoperability

- The Internet of things

- The rise of the bots