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2.4.2 Plan Stakeholder Communication
Planning stakeholder communication includes identifying what needs to be communicated, to whom it needs to be communicated, how it needs to be communicated, and when it needs to be communicated.
2.4.4 Derive Insights from Data
Data scientists and analysts use various methods to understand and derive insights from data. Within the Analyzing Data domain, the first level of inference is drawn from data using various
2.5.1 Recommend Actions
Before an analyst can recommend changes to address the business need, an evaluation is conducted to determine the success of the analysis. Did the outcome of the analytics answer the research
2.5.2 Develop Implementation Plan
An implementation plan outlines the implementation strategy and includes a road map of the changes and tasks that must be completed to ensure the successful implementation of a change.
2.6.1 Organizational Strategy
Organizations aiming to integrate analytics to drive business decisions consider unique organizational models for the analytics team and how these organizational models can be situated within the
2.6.2 Talent Strategy
With the growing demand for analytics professionals, organizations create a strategy to attract and retain analytics professionals and related roles. Competitive compensation is one of the main
2.6.3 Data Strategy
Organization-level strategy guides comprehensive analytics engagements managing data residing within and outside the organization. Simply consolidating organizational data for a single analytics
2.1.1 Define Business Problem or Opportunity
Although the tasks in business data analytics are iterative and not sequential, defining the business problem or opportunity is often the first step performed in any business data analytics