II.
LibraryProcess overview
Reference · livelib-process:decision-intelligence--predictive-analytics-implementation
predictive-analytics-implementation overview
Predictive Analytics Implementation - Development and deployment of predictive models for forecasting, classification, and anomaly detection to support decision-making.
Attributes
displayName
predictive-analytics-implementation
description
Predictive Analytics Implementation - Development and deployment of predictive models for
forecasting, classification, and anomaly detection to support decision-making.
libraryPath
library/specializations/domains/business/decision-intelligence/predictive-analytics-implementation.js
specialization
decision-intelligence
references
- - Business Intelligence and Data Science: https://www.pearson.com/us/higher-education/program/Sharda-Business-Intelligence-Analytics-and-Data-Science-A-Managerial-Perspective-4th-Edition/PGM1683656.html
example
const result = await orchestrate('specializations/domains/business/decision-intelligence/predictive-analytics-implementation', {
projectName: 'Customer Churn Prediction Model',
useCase: { type: 'classification', target: 'churn', horizon: '90 days' },
dataContext: { sources: ['CRM', 'Usage', 'Support'] }
});
usesAgents
- general-purpose
Outgoing edges
lib_applies_to_domain1
- domain:business-intelligence·DomainBusiness Intelligence
lib_belongs_to_specialization1
- specialization:decision-intelligence·SpecializationDecision Intelligence
lib_implements_workflow1
- workflow:strategic-planning·WorkflowStrategic Planning
lib_involves_role2
- role:data-analyst·RoleData Analyst
- role:business-analyst·RoleBusiness Analyst
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:business-analysis·SkillAreaBusiness Analysis
Incoming edges
None.