Dama Dama CDMP-RMD PDF Dama Dama CDMP-RMD PDF Questions Available Here at: https://www.certification-exam.com/en/dumps/dama-exam/cdmp-rmd- dumps/quiz.html Enrolling now you will get access to 100 questions in a unique set of Dama CDMP-RMD Question 1 The following is a technique that you can find useful when implementing your Reference and Master program: Options: A. Business key cross references B. Root Cause Analysis C. Process Management D. None of the answers is correct E. Extract Transformation Load (ETL) Answer: A Explanation: Option A is correct. When implementing a Reference and Master Data Management (RMDM) program, it is crucial to utilize techniques that ensure consistency, accuracy, and reliability of data across various systems. Business key cross-references is one such technique. This technique involves creating a mapping between different identifiers (keys) used across systems to represent the same business entity. This mapping ensures that data can be accurately and consistently referenced, integrated, and analyzed across different systems. Reference: DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), Chapter 11: Reference and Master Data Management. "Master Data Management and Data Governance" by Alex Berson and Larry Dubov, which emphasizes the importance of business key cross-referencing in MDM. Dama Dama CDMP-RMD PDF https://www.certification-exam.com/ Question 2 Which of the following is NOT ,1 characteristic of n deterministic matching algorithm? Options: A. Is better suited when there is no great consequence to an error in matching B. Is not highly dependent on the quality of the data being matched C. Has a discrete all or nothing outcome D. Matches exact character to character of one or more fields E. All identifiers being matched have equal weight Answer: B Explanation: Deterministic matching algorithms rely on exact matches between data fields to determine if records are the same. These algorithms require high-quality data because any discrepancy, such as typographical errors or variations in data entry, can prevent a match. Characteristics of deterministic matching: It has a discrete all or nothing outcome (C). It matches exact character to character of one or more fields (D). All identifiers being matched have equal weight (E). Since deterministic matching is highly dependent on the quality of the data being matched, option B is incorrect. Reference: DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), Chapter 11: Reference and Master Data Management. "Master Data Management and Data Governance" by Alex Berson and Larry Dubov. Question 3 Within the Corporate Information Factory, what data is used to understand transactions? Options: A. Master Data and Unstructured Data B. Internal Data. Physical Schemas C. Master Data. Reference Data, and External Data D. Reference Data and Vendor Data Dama Dama CDMP-RMD PDF https://www.certification-exam.com/ E. Security Data and Master Data Answer: C Explanation: Option C is correct. In the context of the Corporate Information Factory, understanding transactions involves integrating various types of data to get a comprehensive view. Master Data (core business entities), Reference Data (standardized information), and External Data (information sourced from outside the organization) are essential for providing context and enriching transactional data. Reference: DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), Chapter 3: Data Architecture and Chapter 11: Reference and Master Data Management. "Building the Data Warehouse" by W.H. Inmon, which introduces the Corporate Information Factory concept. Question 4 For MDMs. what is meant by a classification scheme? Options: A. Codes that represent a controlled set of values B. A vocabulary view covering a limited range of topics C. Descriptive language used to control objects D. A way of classifying unstructured data Answer: A Explanation: Option A is correct. In Master Data Management (MDM), a classification scheme refers to a structured way of organizing data by using codes that represent a controlled set of values. These codes help in categorizing and standardizing data, making it easier to manage, search, and analyze. Reference: DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), Chapter 11: Reference and Master Data Management. "Master Data Management and Data Governance" by Alex Berson and Larry Dubov. Question 5 Information Governance is a concept that covers the 'what', how', and why' pertaining to the data assets of an organization. The 'what', 'how', and 'why' are respectively handled by the following Dama Dama CDMP-RMD PDF https://www.certification-exam.com/ functional areas: Options: A. Data Management. Information Technology, and Compliance B. Customer Experience. Information Security, and data Governance C. Data Governance. Information Technology, and Customer Experience D. Data Governance. Information Security, and Compliance E. Data Management, Information Security, and Customer Experience Answer: D Explanation: Option D is correct. Information Governance involves managing and controlling the data assets of an organization, addressing the 'what', 'how', and 'why'. 'What' pertains to Data Governance, which defines policies and procedures for data management. 'How' relates to Information Security, ensuring that data is protected and secure. 'Why' is about Compliance, ensuring that data management practices meet legal and regulatory requirements. Reference: DAMA-DMBOK: Data Management Body of Knowledge (2nd Edition), Chapter 1: Data Governance. "Information Governance: Concepts, Strategies, and Best Practices" by Robert F. Smallwood. Question 6 What is a registry as it applies to Master Data? Options: A. An index that points to Master Data in the various systems of record B. Any data available during record creation C. Reconciled versions of an organization's systems D. A starling point for matching and linking new records E. A system to identify how data is used for transactions and analytics Answer: A Explanation: Option A is correct. A registry in the context of Master Data Management (MDM) is a centralized index that maintains pointers to master data located in various systems of record. This type of architecture is commonly Dama Dama CDMP-RMD PDF https://www.certification-exam.com/ referred to as a "registry" model and allows organizations to create a unified view of their master data without consolidating the actual data into a single repository. The registry acts as a directory, providing metadata and linkage information to the actual data sources. Reference: DAMA-DMBOK2 Guide: Chapter 10 – Master and Reference Data Management "Master Data Management: Creating a Single Source of Truth" by David Loshin Question 7 The concept of tracking the number of MDM subject areas and source system attributes Is referred to as: Options: A. Publish and Subscribe B. Hub and Spoke C. Mapping and Integration D. Subject Area and Attribute Scope and Coverage Answer: D Explanation: Option D is correct. Tracking the number of MDM subject areas and source system attributes refers to defining the scope and coverage of the subject areas and attributes involved in an MDM initiative. This process includes identifying all the data entities (subject areas) and the specific attributes (data elements) within those entities that need to be managed across the organization. By establishing a clear scope and coverage, organizations can ensure that all relevant data is accounted for and appropriately managed. Reference: DAMA-DMBOK2 Guide: Chapter 10 – Master and Reference Data Management "Master Data Management and Data Governance" by Alex Berson, Larry Dubov Question 8 All of the following methods arc a moans to protect and secure master data In a production environment except for which of the following? Options: A. Encryption ciphers Dama Dama CDMP-RMD PDF https://www.certification-exam.com/ B. Static masking C. Trust Model Technologies D. Usage Agreements E. Dynamic Masking Answer: D Explanation: Option D is correct. Protecting and securing master data in a production environment can be achieved through various methods. Encryption ciphers, static masking, trust model technologies, and dynamic masking are all techniques used to safeguard data. However, usage agreements, while important for data governance and legal compliance, are not a technical method for securing data in the same way that the other options are. Usage agreements define the terms under which data can be accessed and used, but they do not directly protect the data itself. Reference: DAMA-DMBOK2 Guide: Chapter 11 – Data Security Management "Data Masking: A Key Component of a Secure Data Management Strategy" by Anjali Kaushik Question 9 Managing master data elements can be performed at which of the following points? Options: A. Third-party Provider (e.g. D&B) B. Enterprise C. Application Suite (e.g. ERP) D. All Answers are correct Answer: D Explanation: Option D is correct. Managing master data elements can be performed at multiple levels within an organization. This includes third-party providers such as Dun & Bradstreet (D&B) which can supply enriched and standardized master data. At the enterprise level, organizations manage master data centrally to ensure consistency and quality across all systems and processes. Within application suites such as ERP (Enterprise Resource Planning) systems, master data management ensures that data is consistent and accurate within and across different applications. Therefore, master data elements can be managed at all these points. Reference: Dama Dama CDMP-RMD PDF https://www.certification-exam.com/ DAMA-DMBOK2 Guide: Chapter 10 – Master and Reference Data Management "The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling" by Ralph Kimball Question 10 Which of the following is a method of deterministic matching? Options: A. Sorted Neighborhood B. Regional Frequency C. Editing Distance D. Phonetic E. Exact string match Answer: E Explanation: Deterministic matching is a method of record linkage that relies on exact matching criteria. This means that records are considered a match if certain key fields (e.g., name, Social Security Number) have exactly the same values. Exact string match is a straightforward example of deterministic matching, where the strings in specific fields must be identical for a match to be declared. Other methods like sorted neighborhood, regional frequency, editing distance, and phonetic matching are probabilistic or heuristic approaches that allow for some degree of variation or error in the data. Reference: DAMA-DMBOK2 Guide: Chapter 10 – Master and Reference Data Management "Entity Resolution and Information Quality" by John R. Talburt Would you like to see more? Don't miss our Dama CDMP-RMD PDF file at: https://www.certification-exam.com/en/pdf/dama-pdf/cdmp-rmd-pdf/ Dama Dama CDMP-RMD PDF https://www.certification-exam.com/