Oracle says, Autonomous Database is a mission-critical, converged database that runs transactional and analytic workloads. It automatically scales, tunes, patches, and secures all the workloads using machine learning to provide …
Data Quality Program – Readiness Assessment / Risk Assessment
Findings from a readiness assessment will help determine where to start and how quickly to proceed. Findings can also provide the basis for roadmapping program goals. If there is strong …
Data Management – What is Master Data?
Different types of Data play different roles within an organization. They also have different management requirements. Malcolm Chisholm has proposed a six-layer Taxonomy of Data that includes Metadata, Reference Data, …
Reference and Master Data Management – Guiding Principles
Shared Data: Reference and Master Data must be managed so that they are shareable across the organization. Ownership: Reference and Master Data belong to the organization, not to a particular …
Data Quality – Business Rules
Business Rules are commonly implemented in software, or by using Document Templates for Data Entry. Some common simple Business Rule types are: Definitional Conformance: Confirm that the same understanding of …
Data Quality Programs – Guidance and Principles
Criticality: A Data Quality program should focus on the data most critical to the enterprise and its customers. Priorities for improvement should be based on the criticality of the data …
Data Management – Reporting vs. Analysis
For Your Further Reading: Data Quality Program – Implementation Guidelines Predictive Analytics Vs. Prescriptive Analytics Services-Based Architecture – SBA
Organization / Enterprise Ontology and Taxonomy
With the growing amount of information created every day, effective Data Management is a key business requirement for Data-Driven Organization as a part of a well implemented strategy. Both Ontology …
Data Modeling – Conceptual, Logical and Physical Model – CDM, LDM and PDM
Data Modeling is the process of creating an illustrative and visual representation of either a whole information/database system or parts of it to show the relationships among data types, the …
Smart KPI Strategy – Key Performance Indicator
The KPI term is more popularized, and as the name suggests KPI is a Progress and Performance Measurement tool. KPIs is used to assess and evaluate the success of an …