{"@id":"https://credentialengineregistry.org/resources/ce-eaf03ab5-e122-44ae-8e55-703bd127bd76","@type":"ceterms:OpenBadge","@context":"https://credreg.net/ctdl/schema/context/json","ceterms:ctid":"ce-eaf03ab5-e122-44ae-8e55-703bd127bd76","ceterms:name":{"en-US":"WGU Certificate: AI Optimization Developer v2.0"},"ceterms:image":"https://api.badgr.io/public/badges/N309c98iRemXhBfd4b--WQ/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 AI Optimization Developer Certificate have demonstrated competence in the following areas via rigorous assessment activities completed through Western Governors University:\n\nIntroduction to AI for Computer Scientists\n\nThe learner describes types of artificial intelligence for decision-making in real-world applications.\nThe learner identifies the difference between reasoning and knowledge through a step-by-step representation in AI.  \nThe learner identifies suitable data sources and explains the techniques of data collection, data wrangling, and data cleaning to implement the AI/ML data model.\n\nAI Optimization for Computer Scientists\n\nThe learner implements and tests AI solutions.\nThe learner optimizes the AI solution.\nThe learner creates assumptions and interpretations of data to assist in the future prediction of data.\nThe learner adapts the AI-optimized solution for additional applications.\n\nArtificial Intelligence and Machine Learning Foundations\n\nThe learner analyzes artificial intelligence and machine learning capabilities. \nThe learner prepares data for use in machine learning. \nThe learner applies artificial intelligence and machine learning algorithms to solve diverse real-world problems. \nThe learner optimizes artificial intelligence systems for enhanced performance and efficiency.\n\nCompetency Demonstration Highlights\n\nRecipients of this credential complete the following tasks and deliverables as part of their assessment activities:\n\nAnalyze datasets to uncover patterns, trends, and correlations, providing actionable insights for informed decision-making and future predictions.\nDesign, develop, and deploy AI/ML solutions that address business problems, documenting and pushing final products to GitLab.\nResearch, implement, and evaluate AI/ML models using performance metrics to ensure their effectiveness in solving real-world business challenges.\nAdapt AI solutions for new use cases or industries, outlining strategies and requirements while ensuring scalability and relevance across different domains."},"ceterms:targetCompetency":[{"@type":"ceterms:CredentialAlignmentObject","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1252.00","ceterms:codedNotation":"15-1252.00","ceterms:frameworkName":{"en-US":"O*Net Online"},"ceterms:targetNodeName":{"en-US":"Software Developers"},"ceterms:targetNodeDescription":{"en-US":"Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1253.00","ceterms:codedNotation":"15-1253.00","ceterms:frameworkName":{"en-US":"O*Net Online"},"ceterms:targetNodeName":{"en-US":"Software Quality Assurance Analysts and Testers"},"ceterms:targetNodeDescription":{"en-US":"Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1221.00","ceterms:codedNotation":"15-1221.00","ceterms:frameworkName":{"en-US":"O*Net Online"},"ceterms:targetNodeName":{"en-US":"Computer and Information Research Scientists"},"ceterms:targetNodeDescription":{"en-US":"Conduct research into fundamental computer and information science as theorists, designers, or inventors. Develop solutions to problems in the field of computer hardware and software."}}],"ceterms:targetLearningOpportunity":["https://credentialengineregistry.org/resources/ce-9ca3257d-8335-4904-b0b7-d6238c57520a","https://credentialengineregistry.org/resources/ce-ceb7c2b7-ad1b-4853-b604-f4f078f0fb47","https://credentialengineregistry.org/resources/ce-e6b4b7b8-d4ae-4354-8f7a-65e0eee0b083"]},{"@type":"ceterms:ConditionProfile","ceterms:name":{"en-US":"Requires 'LearningOpportunity': D429 - Introduction to AI for Computer Scientists"},"ceterms:description":{"en-US":"To earn this credential, candidates must complete the learning opportunity: D429 - Introduction to AI for Computer Scientists"},"ceterms:targetLearningOpportunity":["https://credentialengineregistry.org/resources/ce-9ca3257d-8335-4904-b0b7-d6238c57520a"]},{"@type":"ceterms:ConditionProfile","ceterms:name":{"en-US":"Requires 'LearningOpportunity': D682 - Artificial Intelligence Optimization for Computer Scientists"},"ceterms:description":{"en-US":"To earn this credential, candidates must complete the learning opportunity: D682 - Artificial Intelligence Optimization for Computer Scientists"},"ceterms:targetLearningOpportunity":["https://credentialengineregistry.org/resources/ce-ceb7c2b7-ad1b-4853-b604-f4f078f0fb47"]},{"@type":"ceterms:ConditionProfile","ceterms:name":{"en-US":"Requires 'LearningOpportunity': D797 - Artificial Intelligence and Machine Learning Foundations"},"ceterms:description":{"en-US":"To earn this credential, candidates must complete the learning opportunity: D797 - Artificial Intelligence and Machine Learning Foundations"},"ceterms:targetLearningOpportunity":["https://credentialengineregistry.org/resources/ce-e6b4b7b8-d4ae-4354-8f7a-65e0eee0b083"]}],"ceterms:offeredBy":["https://credentialengineregistry.org/resources/ce-036d082d-d80e-41a7-99a0-2d63a4ad3a4a"],"ceterms:revokedBy":["https://credentialengineregistry.org/resources/ce-036d082d-d80e-41a7-99a0-2d63a4ad3a4a"],"ceterms:inLanguage":["en-US"],"ceterms:description":{"en-US":"Recipients of the AI Optimization Developer certificate from Western Governors University have built and demonstrated competence in identifying, designing, implementing, testing, and optimizing AI-driven solutions in real-world applications, emphasizing techniques in data processing, model refinement, and algorithmic optimization to solve complex challenges."},"ceterms:credentialId":"https://api.badgr.io/public/badges/N309c98iRemXhBfd4b--WQ","ceterms:subjectWebpage":"https://api.badgr.io/public/badges/N309c98iRemXhBfd4b--WQ","ceterms:credentialStatusType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CredentialStatus","ceterms:targetNode":"credentialStat:Active","ceterms:frameworkName":{"en-US":"Credential Status"},"ceterms:targetNodeName":{"en-US":"Active"},"ceterms:targetNodeDescription":{"en-US":"Awards of the credential are ongoing."}},"ceterms:usesVerificationService":["https://credentialengineregistry.org/resources/ce-f9faec38-2a50-4435-9f84-904baaba2db0"]}