INFORMS CAP study guide
INFORMS CAP · Work through your exam, one topic at a time.
The Certified Analytics Professional (CAP) is a professional credential offered in the INFORMS ecosystem and administered through its own certification site, certifiedanalytics.org, which INFORMS links from its Professional Development menu. It is aimed at practicing analytics professionals who want independent recognition that they can take an analytics problem from framing through deployment and ongoing management, not just fit models. The INFORMS CAP study guide has 8 sections and about 3,332 words.
01Business Problem Framing
The CAP exam tests whether you can turn an ambiguous business situation into a scoped, decision-ready analytics problem before any data or model work begins. Expect questions on problem statements, stakeholder alignment, success criteria, constraints, and value framing.
444 words, about 2 min02Methodology
This domain tests selecting an analytic method that fits the framed problem, data realities, and decision constraints. CAP questions probe the descriptive-diagnostic-predictive-prescriptive continuum, method assumptions, validation design, and trade-offs such as interpretability versus accuracy.
417 words, about 2 min03Data
The Data domain tests whether you can specify, acquire, assess, prepare, and govern data for analytics. CAP questions focus on data quality dimensions, sampling, bias, missing values, transformation, privacy, and documentation.
424 words, about 2 min04Model Building
Model Building tests how you specify, train, tune, evaluate, and document models. CAP questions cover data splits, feature selection, overfitting, regularization, metrics, calibration, sensitivity, and reproducibility.
410 words, about 2 min05Deployment
Deployment tests whether you can move a model into operational use and keep it working. CAP questions address integration patterns, scoring modes, user acceptance, monitoring, change management, rollback, and handoff.
417 words, about 2 min06Model Management
Model Management covers the governance of models across their lifecycle. CAP questions address inventory, ownership, validation, monitoring, retraining, version control, documentation, audit, and retirement.
402 words, about 2 min07Leadership
Leadership tests the non-technical execution of analytics: aligning work to strategy, building and directing teams, communicating with executives, managing change, and making ethical trade-offs visible. CAP questions often present a stakeholder or team scenario.
410 words, about 2 min08Professional Ethics
Professional Ethics tests adherence to the INFORMS Code of Ethics and related professional standards in analytics. Questions probe integrity, objectivity, confidentiality, conflicts of interest, data stewardship, fairness, transparency, and accountability.
408 words, about 2 min