Valid DMF-1220 Dumps shared by ExamDiscuss.com for Helping Passing DMF-1220 Exam! ExamDiscuss.com now offer the newest DMF-1220 exam dumps, the ExamDiscuss.com DMF-1220 exam questions have been updated and answers have been corrected get the newest ExamDiscuss.com DMF-1220 dumps with Test Engine here:

Access DMF-1220 Dumps Premium Version
(750 Q&As Dumps, 35%OFF Special Discount Code: freecram)

Online Access Free DMF-1220 Exam Questions

Exam Code:	DMF-1220
Exam Name:	Data Management Fundamentals
Certification Provider:	DAMA
Free Question Number:	368
Version:	v2026-11-09
Rating:
# of views:	112
# of Questions views:	4522
Go To DMF-1220 Questions

Other Version: 1130 viewsDAMA.DMF-1220.v2022-07-01.q126; 2507 viewsDAMA.DMF-1220.v2021-03-07.q169

Exam Question List: 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 ...

Online Access Free DMF-1220 Exam Questions

LEAVE A REPLY

Download PDF File