{"@id":"https://credentialengineregistry.org/resources/ce-de18c57e-b48b-489a-bca3-f4ca7cf12726","@type":"ceterms:OpenBadge","@context":"https://credreg.net/ctdl/schema/context/json","ceterms:ctid":"ce-de18c57e-b48b-489a-bca3-f4ca7cf12726","ceterms:name":{"en-US":"WGU Certificate: Data Preparation v1.3"},"ceterms:image":"https://api.badgr.io/public/badges/qxN0-eTmQa2WoqUyCQIfXg/image","ceterms:ownedBy":["https://credentialengineregistry.org/resources/ce-036d082d-d80e-41a7-99a0-2d63a4ad3a4a"],"ceterms:requires":[{"@type":"ceterms:ConditionProfile","ceterms:name":{"en-US":"Open Badges Criteria"},"ceterms:assertedBy":["https://credentialengineregistry.org/resources/ce-036d082d-d80e-41a7-99a0-2d63a4ad3a4a"],"ceterms:description":{"en-US":"Credential Detail\n\nRecipients of WGU’s Data Preparation Certificate have demonstrated competence in the following areas via rigorous assessment activities completed through Western Governors University:\n\nData Analytics Journey\n\nThe learner explains the phases of the data analytics life cycle to contextualize and define the scope of each phase.\nThe learner develops a project plan to solve organizational problems.\nThe learner determines organizational requirements to improve key drivers.\nThe learner identifies appropriate data analytics tools and techniques to solve organizational problems.\n\nData Acquisition\n\nThe learner examines the data available for analysis to determine their dimension, quality, relations, and limitations. \nThe learner implements physical data models. \nThe learner performs table operations and queries within the context of data acquisition for analysis.\n\nData Cleaning\n\nThe learner predicts potential obstacles in data analysis?based on the quality?of data provided.\nThe learner prepares data for analysis to address organizational needs.\nThe learner writes reusable code to manipulate and clean data in preparation for analysis.\n\nCompetency Demonstration Highlights\n\nLoads external data into a database.\nStructures a database to receive new information.\nCreates a conceptual and logical data model and entity relationship diagram.\nCombines information from multiple relational database tables to answer a business question.\nCreates a data cleaning plan.\nPerforms feature engineering to prepare data for analysis.\nProgrammatically cleans data according to a data cleaning plan.\n\nWGU Accreditation\n\nWGU is regionally accredited by the Northwest Commission on Colleges and Universities. The WGU Teachers College is granted accreditation at the initial-licensure level from the Council for the Accreditation of Educator Preparation (CAEP). WGU nursing degree programs are accredited by the Commission for Collegiate Nursing Education (CCNE). The Health Informatics program is accredited by the Commission of Accreditation for Health Informatics and Information Management Education (CAHIIM). The WGU Business College is accredited by the Accreditation Council for Business Schools and Programs (ACBSP)."}},{"@type":"ceterms:ConditionProfile","ceterms:name":{"en-US":"WGU Certificate: Data Preparation v1.3"},"ceterms:assertedBy":["https://credentialengineregistry.org/resources/ce-036d082d-d80e-41a7-99a0-2d63a4ad3a4a"],"ceterms:description":{"en-US":"The indicated courses must be satisfied in order for a student to earn the credential. A student must be enrolled in a program and catalog version where the credential is embedded. 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