100+ Free Cloud Data Quality R41 Professional Practice Questions

Informatica Cloud Overview

IDMC platform, organizations and sub-organizations, Secure Agent runtime, services map (CDI, CDQ, CDGC, MDM SaaS, Mass Ingestion), CLAIRE AI

The Deduplicate Asset

Match strategies (field, identity), key generation, match scores, group consolidation, clustering, person and household identity match

The Parse Asset

Token-based parsing, pattern-based parsing, parsing models, dictionary-driven parsing, person and company name parsing

Cloud Data Profiling

Column-level profiling, value frequency, pattern analysis, datatype inference, profile rules and results

Cloud Mapping Designer

Building DQ mappings, embedding CDQ assets and rule mapplets, sources/targets, transformations, executing on the Secure Agent

Rule Specifications

Authoring business-readable rule specifications, condition rows and decision logic, compiling rule specs into mapplets

The Cleanse Asset

Cleanse operations, standardization, case conversion, dictionary lookups, replacement, trimming, character removal

The Verify Asset

Address verification with Address Doctor / AV reference data, validation status codes, certified vs suggested addresses, batch and interactive modes

The Labeler Asset

Character labeling, token labeling, dictionary-based and pattern-based labeling, output label strings used downstream by Parse

Dictionaries

Reference dictionaries, custom dictionaries, uploaded dictionaries, reuse across Cleanse, Parse, Labeler, and Match

Cloud Data Quality Overview

CDQ positioning within IDMC, asset families, reuse of DQ rules in CDI mappings, design patterns and lifecycle

Scorecards

Building scorecards from profile rules, KPI tracking, thresholds, drill-down to failing rows, trend monitoring