Identify potential issues and determine how to avoid them.
Data Mining
Improves current strategy with knowledge of past results.
Predictive Analytics
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Data Discovery
A structured, iterative approach of drilling the data on dimensions of relevance to discover patterns of interest through both visual and tabular analyses.
Data Visualization
KPI reports and dashboards for tracking and alerting on pre-defined performance indicators, either before or after a data science exercise.
Reporting
Stakeholder expectations and Dashboard objectives
Data Governance
Business context and constraints.
Descriptive Analytics
Its main focus is to analyse past data and see a trend in the data.