Subject

SUB-0103-01Data Analytics

active

Descriptive, diagnostic, predictive, and prescriptive analytics for data-driven decisions.

Canonical ID: urn:taxonomy:cip-aligned:subject:0103-01

Also known as: Analytics

analyticsvisualizationstatisticsdecision

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Courses

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CRS-0103-01-001

activeintroductory

Introduces data types, descriptive statistics, visualization, and exploratory data analysis.

CRS-0103-01-002

activeintroductory

Extends analytics with statistical inference, regression, and predictive modeling basics.

CRS-0103-01-003

activeintermediate

Covers advanced analytics techniques including classification, clustering, and time series.

CRS-0103-01-004

activeintermediate

Applies analytics to real datasets in domains such as business, health, and public policy.

CRS-0103-01-005

activeadvanced

Advanced analytics including causal inference, Bayesian methods, and large-scale analytics.