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Data Modeling Fundamentals · LearnSpace
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courseraIT и технологии

Data Modeling Fundamentals

Курс от Technics Publications
Начальный≈ 11 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Defend why we do data modeling, build simple and precise data models, identify entities, attributes, relationships, and keys, and apply the right modeling settings (scope, focus, filter, timer, and mode) for the right situation. Understand how data modeling fits with Agile, with related disciplines, and with real business work. This course helps learners build a strong foundation in data modeling from the ground up. You will learn what data modeling is, why it matters, and how to use it to improve communication between business and technical teams. Along the way, you will practice turning ambiguous requirements into precise structures, asking better questions, and making smarter design choices. What makes this course unique is its balance of completeness with practicality. It does not stay at the theory level. It uses examples, exercises, and business situations to make it easy for you to apply the techniques to your projects. It also presents data modeling as both a business skill and a technical skill. Learners finish the course with a clear framework, useful techniques, and a stronger ability to create simple, precise, and useful models. This is a course for people who want to add data modeling to their skill set and become competent data modelers.

Навыки, которые вы освоите

Data ModelingDatabase DesignData ArchitectureNetwork ModelRelational DatabasesDatabase AdministrationData GovernanceDatabase TheoryDatabase SystemsDatabase ManagementGraph TheoryBusiness AnalyticsDatabase DevelopmentDatabase SoftwareDatabase Management SystemsData StrategyDatabase Architecture and AdministrationDatabasesBusiness AnalysisDatabase Application

Программа курса

10 модулей · 87 учебных материалов

01Data Modeling, Data Modelers, and Data Models, oh my!14 материалов
What is Data Modeling?ОбсуждениеFeeling the DataВидеоBuild a Data Model Using a SpreadsheetЗаданиеA Data Modeler Plays Four RolesВидео

Учитесь у экспертов

Steve Hoberman

Преподаватель курса

Data Modeling Fundamentals
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Обучение на Coursera

≈ 11 ч

10 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
The Four Data Modeler Roles in ActionВидео
What name did you give for Michael, Bill, and Graeme in your spreadsheet?Обсуждение
A Data Modeler Also Plays a Fifth RoleВидео
What is a book?Видео
Data and Reality by William KentЧтение
Five roles of a data modeler in actionDIALOGUE
Data Models are Simple and PreciseВидео
Data Models Help Business and Technologists CommunicateВидео
Convincing the Cozy Cactus InnkeeperDIALOGUE
Data Modeling, Data Modelers, and Data Models, oh my!Задание
02Data Modeling in Context8 материалов
Data Modeling Usage in Your OrganizationDIALOGUEData Modeling: The Origin StoryВидеоFun with the Origin StoryЗаданиеData modeling in the context of related disciplinesЧтениеAgile and Data Modeling DO Work Well TogetherВидеоAgile and Data ModelingЗаданиеWhat other roles in the organization do data modeling besides data modelers?DIALOGUEData Modeling in the Context of Your CareerВидео
03Data Model Settings14 материалов
Creating the Data Model MasterpieceВидеоScopeВидеоFun with ScopeЗаданиеFocusВидеоFun with FocusЗаданиеTimerВидеоFun with TimerЗаданиеFilterВидеоFun with FilterЗаданиеModeВидеоFun with ModeЗаданиеCompose Through Align, Refine, and DesignВидеоMongoDB Data Modeling and Schema Design, by Daniel Coupal, Pascal Desmarets, and Steve HobermanЧтениеFun with ComposeЗадание
04Entities, Attributes, and Representatives5 материалов
About Entities, Attributes, and RepresentativesВидеоEntitiesВидеоAttributesВидеоRepresentativesВидеоEntities, Attributes, and RepresentativesЗадание
05Relationships20 материалов
About RelationshipsВидеоRelationshipsВидеоSix True/False statements to Relationship PrecisionВидеоFun with Relationships: Example 1ВидеоFun with Relationships: Example 2ВидеоFun with Relationships: Example 3ВидеоFun with Relationships: Example 4ВидеоMost Data Modeling Tools Take a ShortcutВидеоFun with CardinalityВидеоCan both Find questions ever be true?ОбсуждениеCan both Find questions ever be true?ВидеоFun Helping an Animal Shelter: Example 1ВидеоFun Helping an Animal Shelter: Example 2ВидеоFun Helping an Animal Shelter: Example 3ВидеоFun with HospitalityВидеоFun with RelationshipsЗаданиеImportance of Meaningful Relationship LabelsВидеоThe Data Modeler SuperheroВидеоFun Reading a Data ModelВидеоFun Validating a Data ModelВидео
06Candidate and Foreign Keys7 материалов
About KeysВидеоCandidate (Primary and Alternate) and Foreign KeysВидеоExample of Candidate (Primary and Alternate) and Foreign KeysВидеоKeys in Your Current ProjectDIALOGUECandidate and Foreign KeysЗаданиеTechnics Publications ExerciseВидеоCozy Cactus Bed & Breakfast ExerciseВидео
07Subtyping3 материалов
About SubtypingВидеоSubtypingВидеоSubtypingЗадание
08Hierarchies, Networks, Lists, and Recursion5 материалов
Hierarchies, Networks, and Lists OverviewВидеоFun with ListsВидеоFun with HierarchiesВидеоFun with NetworksВидеоHierarchies, Networks, Lists, and RecursionЗадание
09Three Enemies of Precision2 материалов
About Losing PrecisionВидеоThree Enemies of PrecisionЗадание
10Leveraging AI9 материалов
Leveraging AI in Data ModelingВидеоCreate First-cut Data ModelsВидеоGenerate DDL/SQLВидеоRewiring Your Mind for AI, by David A. Wood, Ph.D.ЧтениеReview Existing Data ModelsВидеоWrite Initial DefinitionsВидеоHumanizing AI Strategy, by Tiankai FengЧтениеFirst Pass at MappingВидеоHow can you help the Cozy Cactus innkeeper with AI for data modeling?DIALOGUE