{"id":125946,"date":"2023-11-24T04:35:23","date_gmt":"2023-11-24T04:35:23","guid":{"rendered":"https:\/\/learnexams.com\/blog\/?p=125946"},"modified":"2023-11-24T04:35:24","modified_gmt":"2023-11-24T04:35:24","slug":"d426-data-management-foundations-oa-exam-2023-2024-actual-exam-2","status":"publish","type":"post","link":"https:\/\/www.learnexams.com\/blog\/2023\/11\/24\/d426-data-management-foundations-oa-exam-2023-2024-actual-exam-2\/","title":{"rendered":"WGU C175\/D426 DATA MANAGEMENT FOUNDATIONS OAEXAM 2023-2024 ACTUAL EXAM"},"content":{"rendered":"\n<p>VERSION A<br>What does modality refer to? How does it appear on ER diagram? &#8211; ANSWER\u0002Refers to the MINIMUM number of times an instance in one entity can be<br>associated with instance of another entity (minima)<br>Appears as a 0 or 1 on the relationship line, next to cardinality<br>Define: Referential Integrity &#8211; ANSWER- Requires that ALL foreign key values<br>must either be fully NULL or match some primary key value<br>4 Ways Referential Integrity can be violated: &#8211; ANSWER- 1. Primary key is<br>updated<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>Foreign key is updated<\/li>\n\n\n\n<li>Row containing primary key is DELETED<\/li>\n\n\n\n<li>Row containing foreign key is INSERTED<br>4 Actions to Correct Referential Integrity Violation: &#8211; ANSWER- 1. RESTRICT &#8211;<br>rejects an insert, update, or delete<\/li>\n\n\n\n<li>SET NULL &#8211; sets invalid foreign keys to null<\/li>\n\n\n\n<li>SET DEFAULT &#8211; sets invalid foreign keys to a default primary value<\/li>\n\n\n\n<li>CASCADE &#8211; propagates primary key changes to foreign keys<br>What is an important aspect to referential integrity? &#8211; ANSWER- reference to data<br>in one relation is based on values in another relation<br>1 \/ 4<br>What is a broad definition of data? &#8211; ANSWER- Raw facts captured on printed or<br>digital media<br>What are data? &#8211; ANSWER- Facts that are collected and stored in a database<br>system<br>What is a determining characteristic of unstructured data? &#8211; ANSWER- It does not<br>follow a data model<br>What is true about flat files? &#8211; ANSWER- &#8211; They contain no internal hierarchical<br>organization<br>How were data retrieved before database management systems? &#8211; ANSWER\u0002Sequentially from simple files<br>What is an attribute or group of attributes that uniquely identify a tuple in a<br>relation? &#8211; ANSWER- Primary Key<br>What is necessary for a primary key in one relation of a database to match with its<br>corresponding foreign key in another relation of the same database? &#8211; ANSWER\u0002A domain of values<br>What uniquely identifies each entity in a collection of entities but is not the<br>primary key? &#8211; ANSWER- Alternate Key<br>What is the term for a set of columns in a table that can uniquely identify any<br>record in that table without referring to other data? &#8211; ANSWER- Candidate Key<br>What happens to the original data in database indexing? &#8211; ANSWER- It is copied<br>to the index<br>Why are indexes created in a physical database design? &#8211; ANSWER- To retrieve<br>data DIRECTLY using a pointer<br>Why is an index created on a database column? &#8211; ANSWER- To optimize data<br>retrievals<br>Define: Functional Dependency &#8211; ANSWER- Each value of a column relates to at<br>MOST one value of another column<br>Dependence of one column on another<br>2 \/ 4<br>What term is used to describe: a value of one particular attribute associated with a<br>specific single value of another attribute? &#8211; ANSWER- Functional Dependency<br>Rules\/Appearance of First Normal Form &#8211; ANSWER- &#8211; All non-key columns<br>depend on primary key<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Each table cell contains one value<\/li>\n\n\n\n<li>A table with no duplicate rows<br>Rules\/Appearance of Second Normal Form &#8211; ANSWER- &#8211; When all non-key<br>columns depend on the WHOLE primary key<\/li>\n\n\n\n<li>Must be in 1NF<\/li>\n\n\n\n<li>Non-key column can not depend on just one part of a composite key &#8211; a single<br>primary key is automatically in 2NF<br>Rules\/Appearance of Third Normal Form &#8211; ANSWER- &#8211; All non-key columns<br>depend ONLY on the primary key<\/li>\n\n\n\n<li>Tables are totally free of data redundancy<br>What are the 4 ways that operational and analytical databases differ? &#8211; ANSWER-<\/li>\n\n\n\n<li>Volatility<\/li>\n\n\n\n<li>Detail<\/li>\n\n\n\n<li>Scope<\/li>\n\n\n\n<li>History<br>Define: Volatility; How it applies to Operational? Analytical? &#8211; ANSWER- &#8211;<br>Database updates in real time<\/li>\n\n\n\n<li>Operational Data is Volatile<\/li>\n\n\n\n<li>Analytical Data is NOT Volatile<br>Define: Detail; How it applies to operational and analytical DB? &#8211; ANSWER- &#8211; A<br>database that keeps record of individual transactions; line items<\/li>\n\n\n\n<li>Operational: Detailed<\/li>\n\n\n\n<li>Analytical: Detailed<br>Define: Scope; How it applies to operational and analytical DB? &#8211; ANSWER- &#8211;<br>How far a database can reach<\/li>\n\n\n\n<li>Operational: incompatible<\/li>\n\n\n\n<li>Analytical: Enterprise-Wide\/Summary<br>3 \/ 4<br>Define: History; How it applies to operational and analytical DB? &#8211; ANSWER- &#8211;<br>Whether DB is current or tracks all data<\/li>\n\n\n\n<li>Operational: Current only<\/li>\n\n\n\n<li>Analytical: Tracks trends<br>Data warehouses are refreshed periodically with a 5-step process: &#8211; ANSWER- 1.<br>Extraction<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>Cleanse<\/li>\n\n\n\n<li>Integrate<\/li>\n\n\n\n<li>Restructure<\/li>\n\n\n\n<li>Load<br>What happens during Extraction? (ETL) &#8211; ANSWER- Data extracted and put into<br>staging area<br>What happens during Cleanse? (ETL) &#8211; ANSWER- Errors are eliminated from<br>data; standard abbreviations applied<br>What happens during Integrate? (ETL) &#8211; ANSWER- Data is put into a uniform<br>structure; Data converted to uniform structure<br>What happens during Restructure? (ETL) &#8211; ANSWER- Data is structured in a<br>design that is optimal for analysis<br>What happens during Load? (ETL) &#8211; ANSWER- Data is loaded to the data<br>warehouse<br>What is an issue that is focused on the &#8216;Load&#8217; component of ETL? &#8211; ANSWER\u0002Monitor refreshing volume and frequency<br>During which step in the ETL Process, is raw data aggregated? &#8211; ANSWER\u0002Transformation steps<br><\/li>\n<\/ol>\n\n\n\n<p>What are the 6 different data mining activities? &#8211; ANSWER- 1. Clustering &amp;<br>Segmentation<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>Classification<\/li>\n\n\n\n<li>Estimation<\/li>\n\n\n\n<li>Prediction<\/li>\n\n\n\n<li>Affinity Grouping<\/li>\n\n\n\n<li>Description<\/li>\n<\/ol>\n\n\n\n<p>Download full pdf here <a href=\"https:\/\/learnexams.com\/search\/study?query=\" target=\"_blank\" rel=\"noopener\">https:\/\/learnexams.com\/search\/study?query=<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>VERSION AWhat does modality refer to? How does it appear on ER diagram? &#8211; ANSWER\u0002Refers to the MINIMUM number of times an instance in one entity can beassociated with instance of another entity (minima)Appears as a 0 or 1 on the relationship line, next to cardinalityDefine: Referential Integrity &#8211; ANSWER- Requires that ALL foreign key [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[25],"tags":[],"class_list":["post-125946","post","type-post","status-publish","format-standard","hentry","category-exams-certification"],"_links":{"self":[{"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/posts\/125946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/comments?post=125946"}],"version-history":[{"count":0,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/posts\/125946\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/media?parent=125946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/categories?post=125946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.learnexams.com\/blog\/wp-json\/wp\/v2\/tags?post=125946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}