Below a nice taxonomy of themes/areas in data, the ‘data landscape’ if you will:
- AI, MLOps, machine learning
- Generative AI / LLMs
- MLOps
- Machine learning
- Data engineering, platforms and architecture
- Architecture modernisation
- Customer data platform
- Data engineering
- Data observability
- Data platforms
- DataOps
- Event streaming
- Modern data stack
- Data governance, management and privacy
- Data cataloguing
- Data governance
- Data literacy
- Data management
- Data marketplace
- Data privacy
- Data science, analytics and insight
- Data workspaces
- Graph databases
- Modern analytics tools
- No-code/low-code
- Real-time analytics
- SQL databases
- Self-service analytics
- Visualisation
- Leadership, culture and process
- Data culture
- Data democratisation
- Data fabric
- Data mesh
- Data strategy
- Data transformation
- Training and recruitment