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Question 343/368

When doing reference data management, there many organizations that have standardized data sets that are incredibly valuable and should be subscribed to. Which of these organizations would be least useful?

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Question List (368q)
Question 1: Taxonomies can have different structures, including:...
Question 2: When it comes to Data Governance, what does the Operations P...
Question 3: E-discovery is the process of finding electronic records tha...
Question 4: Technical Metadata provides data about the technical data, t...
Question 5: The CAP theorem asserts that the distributed system cannot c...
Question 6: The difference between warehouses and operational systems do...
Question 7: The most common drivers for initiating a Mater Data Manageme...
Question 8: Data Governance requires which of the following?...
Question 9: Data asset valuation is the process of understanding and cal...
Question 10: Which of the following is a Data Quality principle?...
Question 11: Examples of technical metadata include:...
Question 12: Governance ensures data is managed, but is not include the a...
Question 13: The Belmont principles that may be adapted for Information M...
Question 14: SPARC published their three-schema approach to database mana...
Question 15: Which of the following is a type of data steward?...
Question 16: The percentage of enterprise computers having the most recen...
Question 17: The main difference between a System of Record and a System ...
Question 18: Please select the transition phases in Bridges' Transition p...
Question 19: Big data primarily refers specifically to the volume of the ...
Question 20: Effective document management requires clear policies and pr...
Question 21: Layers of data governance are often part of the solution. Th...
Question 22: DAMA International's Certified Data Management Professional ...
Question 23: The DMBOK "Environmental Factors Hexagon" shows the relation...
Question 24: GDPR came into affect in May. 2018. What organization is res...
Question 25: Over a decade an organization has rationalized implementatio...
Question 26: A catastrophic system failure due to processing attachments ...
Question 27: Data modelling is most infrequently performed in the context...
Question 28: Which of these is NOT a component of an enterprise wide data...
Question 29: Integrating data security with document and content manageme...
Question 30: Please select valid modelling schemes or notations...
Question 31: Data security internal audits ensure data security and regul...
Question 32: Please select the answer that best fits the following descri...
Question 33: The business case for enterprise warehousing is:...
Question 34: Use business rules to support Data Integration and Interoper...
Question 35: A general principle for managing metadata includes Responsib...
Question 36: An implemented warehouse and its customer-facing BI tools is...
Question 37: Sustainable Data Governance depends on:...
Question 38: When data is classified as either security data or regulator...
Question 39: The ISO 11179 Metadata registry, an international standard f...
Question 40: What is one of the most important things about collecting da...
Question 41: A staff member has been detected inappropriately accessing c...
Question 42: The steps followed in managing data issues include:...
Question 43: In 2009, ARMA International published GARP for managing reco...
Question 44: Disciplines within the enterprise architecture practice does...
Question 45: Data Governance focuses exclusively on:...
Question 46: The neutral zone is one of the phases in the Bridges' transi...
Question 47: The data in Data warehouses and marts differ. Data is organi...
Question 48: Three classic implementation approaches that support Online ...
Question 49: Security Risks include elements that can compromise a networ...
Question 50: Wat data architecture designs represent should be clearly do...
Question 51: Data profiling is a form of data analysis used to inspect da...
Question 52: Reference data management entails the preventative maintenan...
Question 53: The roles associated with enterprise data architecture are d...
Question 54: Traditional tool sin data visualtization have both a data an...
Question 55: Inputs in the data quality context diagram include:...
Question 56: Which of the following provides the strongest tangible reaso...
Question 57: A control activity in the metadata management environment in...
Question 58: Data Integration and Interoperability is dependent on these ...
Question 59: There are three basic approaches to implementing a Master Da...
Question 60: An advantage of a centralized repository include: Quick meta...
Question 61: Which model has one Data Governance organization coordinate ...
Question 62: The Data Warehouse encompasses all components in the data st...
Question 63: SOA is an abbreviation for service orientated architecture....
Question 64: A weakness or defect in a system that allows it to be succes...
Question 65: Data governance requires control mechanisms and procedures f...
Question 66: In data integration, the goal of data discovery is toc...
Question 67: Quality Assurance Testing (QA) is used to test functionality...
Question 68: Please select the answers that correctly describes where the...
Question 69: Activities that drive the goals in the context diagram are c...
Question 70: The ' Data Governance Steering Committee ' is best described...
Question 71: What is the best definition of Crowdsourced data collection?...
Question 72: The most important reason to implement operational data qual...
Question 73: The accepted tenets of bioethics provide a starting point fo...
Question 74: What business function is best aligned to deliver oversight ...
Question 75: Malware types include:
Question 76: Which of the following is NOT a goal of data management?...
Question 77: The goals of data security practices is to protect informati...
Question 78: Because Data Governance activities require coordination acro...
Question 79: Access to data for Multidimensional databases use a variant ...
Question 80: Please select the 3 visuals that depict DAMA's Data Manageme...
Question 81: Typically, DW/BI have three concurrent development tracks:...
Question 82: Data Fabric is:
Question 83: Drivers for data governance most often focus on reducing ris...
Question 84: Discovering and documenting metadata about physical data ass...
Question 85: The independent updating of data into a system of reference ...
Question 86: Data Governance includes developing alignment of the data ma...
Question 87: Data Standards used by the enterprise must:...
Question 88: Normalisation is the process of applying rules in order to o...
Question 89: Please select correct term for the following sentence: An or...
Question 90: Do experts feel a Data Lake needs data management?...
Question 91: Reference and Master data definition: Managing shared data t...
Question 92: Data profiling also includes cross-column analysis, which ca...
Question 93: Data governance can be understood in terms of political gove...
Question 94: Which of the following is a stage in the Shewhart / Deming C...
Question 95: Business Intelligence, among other things, refer to the tech...
Question 96: Self-service is a fundamental delivery channel in the BI por...
Question 97: There are several methods for masking data:...
Question 98: A sandbox is an alternate environment that allows write-only...
Question 99: Instant Messaging (IM) allows a user to message each other i...
Question 100: Data modeller: responsible for fata model version control an...
Question 101: Data management organizational constructs include the follow...
Question 102: In a global organization which must operate under many local...
Question 103: Examples of business metadata include:...
Question 104: The Data Warehouse (DW) is a combination of three primary co...
Question 105: The Data Warehouse has a set of storage areas, including:...
Question 106: The implementation of a Data Warehouse should follow these g...
Question 107: What does Data Handling Ethics concern itself with?...
Question 108: The data-vault is an object-orientated, time-based and uniqu...
Question 109: Repositories facilitate the collection, publishing and distr...
Question 110: What are some of the business drivers for the ethical handli...
Question 111: Data science involves the iterative inclusion of data source...
Question 112: What key components must be included in the Implementation R...
Question 113: Project that use personal data should have a disciplined app...
Question 114: Data Governance is at the centre if the data management acti...
Question 115: The best way to validate that a database backup is working i...
Question 116: Small reference data value sets in the logical data model ca...
Question 117: The deliverables in the data architecture context diagram in...
Question 118: The best preventative action to prevent poor quality data fr...
Question 119: SSD is the abbreviation for Solid State Dimension....
Question 120: Structural Metadata describe srealtionships within and among...
Question 121: To become data-centric, organizations need to think differen...
Question 122: Reference and master data require governance processes, incl...
Question 123: The European Commission Article 29 Data Protection Working P...
Question 124: The business glossary should capture business terms attribut...
Question 125: Metadata is described using three sets od categories, includ...
Question 126: What result(s) is/are Data Handling Ethics trying to avoid?...
Question 127: The information governance maturity model describes the char...
Question 128: Metrics tied to Reference and Master Data quality include:...
Question 129: As an often-overlooked aspects of basic data movement archit...
Question 130: The best DW/BI architects will design a mechanism to connect...
Question 131: Various Regulations require evidence of clear data lineage a...
Question 132: With reliable Metadata an organization does not know what da...
Question 133: Please select the 2 frameworks that show high-level relation...
Question 134: In Resource Description Framework (RDF) terminology, a tripl...
Question 135: No recorded negative ethical outcomes does not mean that the...
Question 136: Which of the following is a core principle of any Data Gover...
Question 137: ECM is an abbreviation for:
Question 138: One of the percentages to measure success of a records manag...
Question 139: What techniques should be used and taught to produce the req...
Question 140: Domains can be identified in different ways including: data ...
Question 141: Data professional should not balance the short-term versus l...
Question 142: Location Master Data includes business party addresses and b...
Question 143: Periodic archiving of transaction data from a production CRM...
Question 144: Some common data quality business rule types are:...
Question 145: Business people must be fully engaged in order to realize be...
Question 146: Which of these best describes the purpose of a Communication...
Question 147: As part of its transformation, the organization must identif...
Question 148: In the Information Management Lifecycle, the Data Governance...
Question 149: Data governance and IT governance are the same thing....
Question 150: Within the Data Handling Ethics Context Diagram a key delive...
Question 151: Analytics models are associated with different depths of ana...
Question 152: Organizations conduct capability maturity assessments for a ...
Question 153: A goal of a Reference and Master Data Management program inc...
Question 154: The IT security policy provides categories for individual ap...
Question 155: All organizations have the same Master Data Management Drive...
Question 156: One of the difficulties when integrating multiple source sys...
Question 157: Uniqueness, as a dimension of data quality, states no entity...
Question 158: In a data warehouse, where the classification lists for orga...
Question 159: You are a reporting Data Analyst. A new Management Report ha...
Question 160: When assessing security risks it is required to evaluate eac...
Question 161: Release management is critical to batch development processe...
Question 162: Where does the ethical responsibility lie with respect to ma...
Question 163: A security mechanism that searches for customer bank account...
Question 164: The advantage of a decentralised Data Governance model over ...
Question 165: A primary business driver of data storage and operations is:...
Question 166: Coupling describes the degree to which two systems are inter...
Question 167: When assessing tools to implement master data management sol...
Question 168: Which of the following is the best example of a documented d...
Question 169: Validity, as a dimension of data quality, refers to whether ...
Question 170: A weak point in an organization's defenses is a:...
Question 171: Which of the following is a directive that codifies principl...
Question 172: OCR is the abbreviation for Optical Character Recognition....
Question 173: An enterprise ' s organisation chart has multiple levels, ea...
Question 174: A goal of data governance is to enable an organisation to ma...
Question 175: A controlled vocabulary is a defined list of explicitly allo...
Question 176: A data lineage tool enables a user to:...
Question 177: If data is a governed resource, like other resources (e.g., ...
Question 178: Confirming and documenting understanding of different perspe...
Question 179: The purpose of enterprise application architecture is to des...
Question 180: Lack of automated monitoring represents serious risks, inclu...
Question 181: BI tool types include:
Question 182: Organizations are legally required to protect privacy by ide...
Question 183: A Data Management Maturity Assessment (DMMA) can be used to ...
Question 184: Media monitoring and text analysis are automated methods for...
Question 185: Please select the correct name for the LDM abbreviation...
Question 186: The placement of Data Governance is most effective when:...
Question 187: Enterprise Architecture domains include:...
Question 188: The requirement to enter a username, a password, and then a ...
Question 189: Bold means doing something that might cause short term pain,...
Question 190: Decentralized informality can be made more formal through a ...
Question 191: Improving an organization's ethical behaviour requires an in...
Question 192: There are several reasons to denormalize data. The first is ...
Question 193: Subtype absorption: The subtype entity attributes are includ...
Question 194: Gathering and interpreting results from a DMM or Data Govern...
Question 195: Enterprise data architecture project-related activities incl...
Question 196: Change only requires change agents in special circumstances,...
Question 197: An effective Data Governance communication program should in...
Question 198: A critical step in data management organization design is id...
Question 199: What types of data are considered Technical Data?...
Question 200: Please select the correct name for the PDM abbreviation when...
Question 201: Business glossaries have the following objectives:...
Question 202: ANSI standard 859 has three levels of control of data, based...
Question 203: A data model that consists of a single fact table linked to ...
Question 204: A deliverable in the data modelling and design context diagr...
Question 205: Category information is one of the types of data that can be...
Question 206: Operational Metadata describes details of the processing and...
Question 207: In a SQL injection attack, a perpetrator inserts authorized ...
Question 208: Examples of the 'Who' entity category include: employee; pat...
Question 209: In gathering requirements for DW/BI projects, begin with the...
Question 210: XML is the abbreviation for standard mark-up language....
Question 211: Examples of data enhancement includes:...
Question 212: Reference and Master Data Management follow these guiding pr...
Question 213: Information architecture is the process of creating structur...
Question 214: The Data Architecture workstream on results produces:...
Question 215: Operationality and interoperability depends on the data qual...
Question 216: Effectiveness metrics for a data governance programme includ...
Question 217: Development of goals, principles and policies derived from t...
Question 218: Many people assume that most data quality issues are caused ...
Question 219: Typically, DW/BI projects have three concurrent development ...
Question 220: Possible application coupling designs include:...
Question 221: Which of the following is an activity for defining a Data Go...
Question 222: Identify indicative components of a Data Strategy....
Question 223: The data warehouse and marts differ from that in application...
Question 224: A report displaying birth date contains possible, but incorr...
Question 225: Business rules describe why business should operate internal...
Question 226: Data and enterprise architecture deal with complexity from t...
Question 227: Orchestration is the term used to describe how multiple proc...
Question 228: A hacker is a person who finds unknown operations and pathwa...
Question 229: The goals of data storage and operations include:...
Question 230: The load step of ETL is physically storing or presenting the...
Question 231: Following the rollout of a data issue process, there have be...
Question 232: Primary deliverables of the Data Warehouse and Business Inte...
Question 233: Which artifact is the highest level of abstraction in the En...
Question 234: Record management starts with a vague definition of what con...
Question 235: Data modelling tools are software that automate many of the ...
Question 236: Most document programs have policies related to:...
Question 237: What are the business objectives for building a business glo...
Question 238: It is recommended that organizations not print their busines...
Question 239: When measuring the value of data architecture one should be ...
Question 240: An advantage of a centralized repository include: High avail...
Question 241: Issues caused by data entry processes include:...
Question 242: People often incorrectly combine the concepts of data manage...
Question 243: A goal of Data warehouse and business intelligence is to sup...
Question 244: Time-based patterns are used when data values must be associ...
Question 245: Most people who work with data know that it is possible to u...
Question 246: An input in the data architecture context diagram includes d...
Question 247: Type of Reference Data Changes include:...
Question 248: The disclosure of sensitive addresses may occur through:...
Question 249: The business glossary application is structured to meet the ...
Question 250: The CAP theorem states that at most two of the three propert...
Question 251: Please select the correct general cost and benefit categorie...
Question 252: Which of the following is not a step in the ' document and c...
Question 253: Data integrity is the state of being partitioned - protected...
Question 254: Business Intelligence tool types include:...
Question 255: A minimal super key is:
Question 256: Well prepared records have characteristics such as:...
Question 257: Data Management Professionals only work with the technical a...
Question 258: Data stewardship is the least common label to describe accou...
Question 259: Please select the answer that does not represent a machine l...
Question 260: Data mining is a sub-field of supervised learning where user...
Question 261: A completely distributed architecture maintains a single acc...
Question 262: Which of the following is NOT a stage of the Data Quality Ma...
Question 263: There are numerous methods of implementing databases on the ...
Question 264: Big data is often defined by three characteristics. They are...
Question 265: A roadmap for enterprise data architecture describes the arc...
Question 266: A goal of reference and master data management is for data t...
Question 267: The ethics of data handling are complex, but is centred on s...
Question 268: A key feature of Bill Inmon's approach to data warehousing i...
Question 269: Controlling data availability requires management of user en...
Question 270: Databases are categorized in three general ways:...
Question 271: In the Data Warehousing and Business Intelligence Context Di...
Question 272: Regulations including the Sarbanes-Oxley Act require evidenc...
Question 273: Communications are essential to the success of a DMM or Data...
Question 274: Control activities to manage metadata stores include:...
Question 275: In Data Modelling, the generalization of the concept of pers...
Question 276: When starting a Data Governance initiative it is important t...
Question 277: A weakness or defect in a system that allows it to be succes...
Question 278: Critical success factors throughout the BI/DW lifecycle incl...
Question 279: While the focus of data quality improvement efforts is often...
Question 280: The operational data quality management procedures depend on...
Question 281: A content strategy should end with an inventory of current s...
Question 282: A data architecture team is best described as:...
Question 283: Enterprise data architecture description must include both [...
Question 284: Data management professionals who understand formal change m...
Question 285: The purpose for adding redundancy to a data model (denormali...
Question 286: Enterprise data architecture influences the scope boundaries...
Question 287: Please select the incorrect item that does not represent a d...
Question 288: Master data management includes several basic steps, which i...
Question 289: A Metadata repository contains information about the data in...
Question 290: A synonym for transformation in ETL is mapping. Mapping is t...
Question 291: A node is a group of computers hosting either processing or ...
Question 292: What is the main purpose of developing a Data Architecture R...
Question 293: CMA is an abbreviation for Capability Maturity Assessment....
Question 294: The standard for a strong password is set by the:...
Question 295: Select the areas to consider when constructing an organizati...
Question 296: Examples of business processes when constructing data flow d...
Question 297: An Operational Data Mart is a data mart focused on tactical ...
Question 298: The goals of Data Integration and Interoperability include:...
Question 299: The deliverables of the data modelling process include:...
Question 300: Data models comprise and contain metadata essential to data ...
Question 301: Focusing Data Quality Management on "critical data" has the ...
Question 302: Data and text mining use a range of techniques, including:...
Question 303: Corporate Information Factory (CIF) components include:...
Question 304: Poorly managed metadata leads to:...
Question 305: Service accounts are convenient because they can tailor enha...
Question 306: In data modelling practice, entities are linked by:...
Question 307: Content management includes the systems for organizing infor...
Question 308: Input in the Big Data and data science context diagram inclu...
Question 309: During the initial scoping of a project, a data model can be...
Question 310: What is the best reason for capturing synonyms in a data rep...
Question 311: Please select the three types of data models:...
Question 312: Please select the correct principles of the General Data Pro...
Question 313: Different levels of policy are required to govern behavior t...
Question 314: Metadata is described using a different set of categories, n...
Question 315: ETL is the basic process which is central to all areas in Da...
Question 316: Improving data quality requires a strategy that accounts for...
Question 317: A deliverable in the data architecture context diagram inclu...
Question 318: Different types of metadata include:...
Question 319: Please select the correct definition of Data Management from...
Question 320: The acronym BASE is made up of:...
Question 321: All data is of equal importance. Data quality management eff...
Question 322: The warehouse has a set of storage areas, including:...
Question 323: Common OLAP operations include:...
Question 324: The language used in file-based solutions is called MapReduc...
Question 325: Emergency contact phone number would be found in which maste...
Question 326: A Global ID is the MDM solution-assigned and maintained uniq...
Question 327: Hierarchical database model is the newest database model...
Question 328: When presenting a case for an organization wide Data Governa...
Question 329: XML provides a language for representing both structures and...
Question 330: Data Integrity includes ideas associated with completeness, ...
Question 331: Data quality issues cannot emerge at any point in the data l...
Question 332: JSON is an open, lightweight standard format for data interc...
Question 333: The seven Vs of Big Data are:
Question 334: Part of alignment includes developing organizational touchpo...
Question 335: Some ways to measure value of data include:...
Question 336: A Business Glossary forces a business to adopt a single defi...
Question 337: CIF stands for:
Question 338: A complexity in documenting data lineage is:...
Question 339: Issue management is the process for identifying, quantifying...
Question 340: One of the deliverables in the Data Integration and Interope...
Question 341: What position is responsible for the quality and use of thei...
Question 342: How does the DMBOK refer to an organization that values data...
Question 343: When doing reference data management, there many organizatio...
Question 344: Characteristics that minimise distractions and maximise usef...
Question 345: The impact of the changes from new volatile data must be iso...
Question 346: The most informal enterprise data model is the most detailed...
Question 347: Different storage volumes include:...
Question 348: Examples of concepts that can be standardized within the dat...
Question 349: Volume refers to the amount of data. Big Data often has thou...
Question 350: The four A's in security processes include:...
Question 351: Common understanding of the core business concepts and termi...
Question 352: One of the key differences between operational systems and d...
Question 353: To understand and evaluate ethical use of data within the or...
Question 354: Which of the following activities is NOT a way that Enterpri...
Question 355: Those responsible for the data-sharing environment have an o...
Question 356: The loading of country codes into a CRM is a classic:...
Question 357: Please select the correct component pieces that form part of...
Question 358: A metadata repository is essential to assure the integrity a...
Question 359: The biggest business driver for developing organizational ca...
Question 360: The need to manage data movement efficiently is a primary dr...
Question 361: Data replication has two dimensions of scaling: diagonal and...
Question 362: Tools required to manage and communicate changes in data gov...
Question 363: Data replication is useful as it provides:...
Question 364: Enterprise data architecture usually include the following w...
Question 365: The key architecture domains include:...
Question 366: One common KPI of e-discovery is cost reduction....
Question 367: The goal of Data Governance is to enable an organization to ...
Question 368: Achieving security risk reduction in an organisation begins ...