{"product_id":"mastering-data-stewardship-hands-on","title":"Mastering Data Stewardship: Hands-On","description":"\u003cdiv\u003e\n\u003cp\u003eUnlock the power of data with our intensive 3-day Data Steward course. Designed for data professionals, this hands-on program covers essential topics such as Data Management, Data Governance, Data Analytics, Data Modelling, and Modern Data Architecture.\u003c\/p\u003e\r\n\u003cp\u003eGain practical experience through real-world exercises and learn to leverage industry standards, best practices, and cutting-edge technologies. This course will equip you with the skills and knowledge necessary to effectively manage and govern your organization's data assets.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eMastering Data Stewardship: Hands-On Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDive deep into data fundamentals, management, governance, analytics, modelling, and architecture.\u003c\/li\u003e\n\u003cli\u003eApply your knowledge with practical exercises using common data storage, analytics, and modelling services.\u003c\/li\u003e\n\u003cli\u003eLearn the latest standards, processes, and technologies from experienced instructors.\u003c\/li\u003e\n\u003cli\u003eEnhance your skills and advance your career as a data professional with roles like Data Architect, Data Engineer, and Data Modeler.\u003c\/li\u003e\n\u003cli\u003eUnderstand the policies, procedures, and roles critical for managing data security, integrity, and compliance.\u003c\/li\u003e\n\u003cli\u003eStay current with scalable data lakes, purpose-built analytics services, and unified data access and governance solutions.\u003cb\u003e\u003c\/b\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eTraining Prerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eAttendees should understand the basic concepts of data management, core data services and technologies, and how the cloud can be used for data management.\u003c\/li\u003e\n\u003cli\u003eExperience with Microsoft Azure Portal would be beneficial.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eMastering Data Stewardship Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eData Fundamentals\u003c\/h4\u003e\n\u003cp\u003eData Overview\u003c\/p\u003e\n\u003cp\u003eDatabases\u003c\/p\u003e\n\u003cp\u003eData Lakes\u003c\/p\u003e\n\u003cp\u003eData Warehouses\u003c\/p\u003e\n\u003cp\u003eData Analytics\u003c\/p\u003e\n\u003cp\u003eMachine Learning and Artificial Intelligence\u003c\/p\u003e\n\u003cp\u003eBusiness Insights\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eData Management\u003c\/h4\u003e\n\u003cp\u003eData Management Overview\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCollecting, storing, securing, and using an organization’s data\u003c\/li\u003e\n\u003cli\u003eData quality management\u003c\/li\u003e\n\u003cli\u003eData distribution and consistency\u003c\/li\u003e\n\u003cli\u003eBig data management\u003c\/li\u003e\n\u003cli\u003eData architecture and data modeling\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eData Management Organizations\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eData Management Association (DAMA)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eData Management Roles and Responsibilities\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eData Architect\u003c\/li\u003e\n\u003cli\u003eData Engineer\u003c\/li\u003e\n\u003cli\u003eData Modeler\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eData Management Processes\u003c\/p\u003e\n\u003cp\u003eData Management Workflow\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eData Collection\u003c\/li\u003e\n\u003cli\u003eData Processing\u003c\/li\u003e\n\u003cli\u003eData Distribution\u003c\/li\u003e\n\u003cli\u003eData Discovery\u003c\/li\u003e\n\u003cli\u003eData Analysis\u003c\/li\u003e\n\u003cli\u003eData Archiving\u003c\/li\u003e\n\u003cli\u003eRepurposing\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eData Management Services and Applications\u003c\/p\u003e\n\u003cp\u003eCreating a Data Management Plan\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eData Analytics\u003c\/h4\u003e\n\u003cp\u003eData Analytics Overview\u003c\/p\u003e\n\u003cp\u003eData Analytics 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contains\u003c\/li\u003e\n\u003cli\u003eData attributes and conditions or constraints on data\u003c\/li\u003e\n\u003cli\u003eWhat business rules data relates to\u003c\/li\u003e\n\u003cli\u003eHow data is best organized\u003c\/li\u003e\n\u003cli\u003eSecurity and data integrity requirements\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eLogical Data Models: Mapping conceptual data classes to technical data structures\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eData types of various attributes\u003c\/li\u003e\n\u003cli\u003eRelationships between data entities\u003c\/li\u003e\n\u003cli\u003ePrimary attributes or key fields in data\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003ePhysical Data Models: Mapping logical data models to a DBMS\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eData field types as represented in a DBMS\u003c\/li\u003e\n\u003cli\u003eData relationships as represented in a DBMS\u003c\/li\u003e\n\u003cli\u003ePerformance 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