{"@id":"https://credentialengineregistry.org/resources/ce-ebc374df-f188-40df-8ad8-deea8c20ea39","@type":"ceterms:MasterOfScienceDegree","@context":"https://credreg.net/ctdl/schema/context/json","ceterms:ctid":"ce-ebc374df-f188-40df-8ad8-deea8c20ea39","ceterms:name":{"en-US":"Artificial Intelligence and Machine Learning"},"ceterms:ownedBy":["https://credentialengineregistry.org/resources/ce-0c603f2d-309f-4127-a08c-ea7423d8831b"],"ceterms:requires":[{"@type":"ceterms:ConditionProfile","ceterms:name":{"en-US":"Entry Conditions"},"ceterms:description":{"en-US":"Bachelors degree from regionally accredited institution with a preferred GPA of 3.00.    Applicants with an undergraduate GPA below 3.00 are encouraged to apply for provisional admission.    To be considered, submit the following to complete your application:    Statement of Purpose that presents your plans for academic achievement at CSU-Global, indicates your long-term goals, and outlines your reasons for wanting to study at CSU-Global.  Current professional resume that includes all collegiate work, professional employment, special skills or competencies, publications, exhibitions, prizes, awards, and service activities.  SmarterMeasure Assessment to help the admissions committee assess readiness. This assessment only takes about 30 minutes to complete."}}],"ceterms:offeredBy":["https://credentialengineregistry.org/resources/ce-0c603f2d-309f-4127-a08c-ea7423d8831b"],"ceterms:identifier":[{"@type":"ceterms:IdentifierValue","ceterms:identifierTypeName":{"en-US":"Program_System_ID"},"ceterms:identifierValueCode":"13497"},{"@type":"ceterms:IdentifierValue","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"1 - Adams County Workforce \u0026 Business Center"},{"@type":"ceterms:IdentifierValue","ceterms:identifierTypeName":{"en-US":"WIOA Funded - No"},"ceterms:identifierValueCode":"17 - Southeast Region - Colorado Rural Workforce Consortium"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"1 - Adams County Workforce \u0026 Business Center"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"2 - Arapahoe/Douglas Works!"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"3 - Broomfield Workforce Center"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"4 - \"Denver Workforce Center - Office of Economic Development, Divison of Workforce Development\""},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"5 - Larimer County Workforce Center"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"6 - Employment Service-Weld County"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"7 - Jefferson County Workforce Center"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"8 - Workforce Boulder County"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"9 - Pikes Peak Workforce Center"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"10 - Mesa County Workforce Center"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"11 - Pueblo Workforce Center"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"12 - Mountain - Rural Resort"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"13 - Northwest Region - Colorado Rural Workforce Consortium"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"14 - Upper Arkansas Region - Colorado Rural Workforce Consortium"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"15 - Southwest Region - Colorado Rural Workforce Consortium"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"16 - Western Region - Colorado Rural Workforce Consortium"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - No"},"ceterms:identifierValueCode":"17 - Southeast Region - Colorado Rural Workforce Consortium"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - Yes"},"ceterms:identifierValueCode":"18 - Eastern Region - Colorado Rural Workforce Consortium"},{"@type":"ceterms:IdentifierValue","ceterms:identifierType":"colorado:ETPL_WIOA_Funding","ceterms:identifierTypeName":{"en-US":"WIOA Funded - No"},"ceterms:identifierValueCode":"19 - Southcentral Region - Colorado Rural Workforce Consortium"}],"ceterms:inLanguage":["en"],"ceterms:availableAt":[{"@type":"ceterms:Place","ceterms:name":{"en-US":"Primary Address"},"ceterms:latitude":39.7251537,"ceterms:longitude":-104.786609,"ceterms:postalCode":"80011","ceterms:addressRegion":{"en-US":"Colorado"},"ceterms:streetAddress":{"en-US":"585 Salida Way"},"ceterms:addressCountry":{"en-US":"United States"},"ceterms:addressLocality":{"en-US":"Aurora"}}],"ceterms:description":{"en-US":"Studying AI and machine learning with CSU Global will help you learn how to solve complex business problems with innovative technical solutions, and could open doors for career advancement in several related fields.    Learning outcomes for this program include:    Use principles and techniques associated with software development.  Apply artificial intelligence principles as needed for a given problem or scenario.  Apply machine learning principles to solve a specific problem or scenario.  Develop solutions that are capable of modeling human behavior.  Implement a solution that combines artificial intelligence and machine learning principles.  Evaluate the performance of applications in artificial intelligence and machine learning domains.    Third-party certifications are an exceptional means of showcasing your expertise in specific areas. CSU Global classes will equip you with the necessary preparation to excel in industry-recognized exams across a range of fields. Please find your area of interest here: https://csuglobal.edu/industry-certifications."},"ceterms:estimatedCost":[{"@type":"ceterms:CostProfile","ceterms:name":{"en-US":"Cost Profile"},"ceterms:price":15000.0,"ceterms:currency":"US Dollar","ceterms:costDetails":"https://csugloballearn.catalog.instructure.com/","ceterms:description":{"en-US":"This is the summary of the costs associated with this credential."},"ceterms:directCostType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CostType","ceterms:targetNode":"costType:Tuition","ceterms:frameworkName":{"en-US":"Cost Type"},"ceterms:targetNodeName":{"en-US":"Tuition"},"ceterms:targetNodeDescription":{"en-US":"Cost for teaching and instruction."}}},{"@type":"ceterms:CostProfile","ceterms:name":{"en-US":"Cost Profile"},"ceterms:price":16230.0,"ceterms:currency":"US Dollar","ceterms:costDetails":"https://csugloballearn.catalog.instructure.com/","ceterms:description":{"en-US":"This is the summary of the costs associated with this credential."},"ceterms:directCostType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CostType","ceterms:targetNode":"costType:AggregateCost","ceterms:frameworkName":{"en-US":"Cost Type"},"ceterms:targetNodeName":{"en-US":"Aggregate Cost"},"ceterms:targetNodeDescription":{"en-US":"Sum of direct costs."}}},{"@type":"ceterms:CostProfile","ceterms:name":{"en-US":"Cost Profile"},"ceterms:price":0.0,"ceterms:currency":"US Dollar","ceterms:costDetails":"https://csugloballearn.catalog.instructure.com/","ceterms:description":{"en-US":"This is the summary of the costs associated with this credential."},"ceterms:directCostType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CostType","ceterms:targetNode":"costType:ProgramSpecificFee","ceterms:frameworkName":{"en-US":"Cost Type"},"ceterms:targetNodeName":{"en-US":"Program Specific Fee"},"ceterms:targetNodeDescription":{"en-US":"Additional cost for participation with a specific program or course of study such as engineering, business, and nursing."}}},{"@type":"ceterms:CostProfile","ceterms:name":{"en-US":"Cost Profile"},"ceterms:price":0.0,"ceterms:currency":"US Dollar","ceterms:costDetails":"https://csugloballearn.catalog.instructure.com/","ceterms:description":{"en-US":"This is the summary of the costs associated with this credential."},"ceterms:directCostType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CostType","ceterms:targetNode":"costType:MixedFees","ceterms:frameworkName":{"en-US":"Cost Type"},"ceterms:targetNodeName":{"en-US":"Mixed Fees"},"ceterms:targetNodeDescription":{"en-US":"The sum of fees that are not identified individually."}}},{"@type":"ceterms:CostProfile","ceterms:name":{"en-US":"Cost Profile"},"ceterms:price":1230.0,"ceterms:currency":"US Dollar","ceterms:costDetails":"https://csugloballearn.catalog.instructure.com/","ceterms:description":{"en-US":"This is the summary of the costs associated with this credential."},"ceterms:directCostType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CostType","ceterms:targetNode":"costType:LearningResource","ceterms:frameworkName":{"en-US":"Cost Type"},"ceterms:targetNodeName":{"en-US":"Learning Resource"},"ceterms:targetNodeDescription":{"en-US":"Cost for one or more learning resources."}}},{"@type":"ceterms:CostProfile","ceterms:name":{"en-US":"Cost Profile"},"ceterms:price":0.0,"ceterms:currency":"US Dollar","ceterms:costDetails":"https://csugloballearn.catalog.instructure.com/","ceterms:description":{"en-US":"This is the summary of the costs associated with this credential."},"ceterms:directCostType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CostType","ceterms:targetNode":"costType:OptionalCharges","ceterms:frameworkName":{"en-US":"Cost Type"},"ceterms:targetNodeName":{"en-US":"Optional Charges"},"ceterms:targetNodeDescription":{"en-US":"Cost for additional fees, other services, equipment, or facilities that are not required."}}}],"ceterms:occupationType":[{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/11-3021.00","ceterms:codedNotation":"11-3021.00","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"ceterms:targetNodeName":{"en-US":"Computer and Information Systems Managers"},"ceterms:targetNodeDescription":{"en-US":"Plan, direct, or coordinate activities in such fields as electronic data processing, information systems, systems analysis, and computer programming."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1111.00","ceterms:codedNotation":"15-1111.00","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"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."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1121.00","ceterms:codedNotation":"15-1121.00","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"ceterms:targetNodeName":{"en-US":"Computer Systems Analysts"},"ceterms:targetNodeDescription":{"en-US":"Analyze science, engineering, business, and other data processing problems to implement and improve computer systems. Analyze user requirements, procedures, and problems to automate or improve existing systems and review computer system capabilities, workflow, and scheduling limitations. May analyze or recommend commercially available software."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1121.01","ceterms:codedNotation":"15-1121.01","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"ceterms:targetNodeName":{"en-US":"Informatics Nurse Specialists"},"ceterms:targetNodeDescription":{"en-US":"Apply knowledge of nursing and informatics to assist in the design, development, and ongoing modification of computerized health care systems. May educate staff and assist in problem solving to promote the implementation of the health care system."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1122.00","ceterms:codedNotation":"15-1122.00","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"ceterms:targetNodeName":{"en-US":"Information Security Analysts"},"ceterms:targetNodeDescription":{"en-US":"Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. May ensure appropriate security controls are in place that will safeguard digital files and vital electronic infrastructure. May respond to computer security breaches and viruses."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1132.00","ceterms:codedNotation":"15-1132.00","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"ceterms:targetNodeName":{"en-US":"Software Developers, Applications"},"ceterms:targetNodeDescription":{"en-US":"Develop, create, and modify general computer applications software or specialized utility programs. Analyze user needs and develop software solutions. Design software or customize software for client use with the aim of optimizing operational efficiency. May analyze and design databases within an application area, working individually or coordinating database development as part of a team. May supervise computer programmers."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1133.00","ceterms:codedNotation":"15-1133.00","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"ceterms:targetNodeName":{"en-US":"Software Developers, Systems Software"},"ceterms:targetNodeDescription":{"en-US":"Research, design, develop, and test operating systems-level software, compilers, and network distribution software for medical, industrial, military, communications, aerospace, business, scientific, and general computing applications. Set operational specifications and formulate and analyze software requirements. May design embedded systems software. Apply principles and techniques of computer science, engineering, and mathematical analysis."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1143.00","ceterms:codedNotation":"15-1143.00","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"ceterms:targetNodeName":{"en-US":"Computer Network Architects"},"ceterms:targetNodeDescription":{"en-US":"Design and implement computer and information networks, such as local area networks (LAN), wide area networks (WAN), intranets, extranets, and other data communications networks. Perform network modeling, analysis, and planning. May also design network and computer security measures. May research and recommend network and data communications hardware and software."}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://www.onetcenter.org/taxonomy.html","ceterms:targetNode":"https://www.onetonline.org/link/summary/15-1143.01","ceterms:codedNotation":"15-1143.01","ceterms:frameworkName":{"en-US":"Standard Occupational Classification"},"ceterms:targetNodeName":{"en-US":"Telecommunications Engineering Specialists"},"ceterms:targetNodeDescription":{"en-US":"Design or configure voice, video, and data communications systems. Supervise installation and post-installation service and maintenance."}}],"ceterms:subjectWebpage":"https://csugloballearn.catalog.instructure.com/","ceterms:audienceLevelType":[{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/AudienceLevel","ceterms:targetNode":"audLevel:PostSecondaryLevel","ceterms:frameworkName":{"en-US":"Audience Level"},"ceterms:targetNodeName":{"en-US":"Post-Secondary Level"},"ceterms:targetNodeDescription":{"en-US":"Intended for those who have completed secondary level school programs or equivalent."}}],"ceterms:estimatedDuration":[{"@type":"ceterms:DurationProfile","ceterms:exactDuration":"P2Y"}],"ceterms:financialAssistance":[{"@type":"ceterms:FinancialAssistanceProfile","ceterms:name":{"en-US":"Financial Assistance for Veterans."},"ceterms:description":{"en-US":"Financial Assistance available only for Veterans."},"ceterms:financialAssistanceType":[{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/FinancialAssistance","ceterms:targetNode":"financialAid:Post911GIBill","ceterms:frameworkName":{"en-US":"Financial Assistance"},"ceterms:targetNodeName":{"en-US":"Post 9-11 GI Bill"},"ceterms:targetNodeDescription":{"en-US":"Financial assistance provided to qualified active duty service members, veterans, and qualified family members that is based on military service and intended to offset costs related to education, living, and resources."}}]}],"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:learningDeliveryType":[{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/Delivery","ceterms:targetNode":"deliveryType:OnlineOnly","ceterms:frameworkName":{"en-US":"Delivery Type"},"ceterms:targetNodeName":{"en-US":"Online Only"},"ceterms:targetNodeDescription":{"en-US":"Delivery is only via the Internet."}}],"ceterms:instructionalProgramType":[{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://nces.ed.gov/ipeds/cipcode/Default.aspx?y=56","ceterms:targetNode":"https://nces.ed.gov/ipeds/cipcode/cipdetail.aspx?y=56\u0026cip=11.0103","ceterms:codedNotation":"11.0103","ceterms:frameworkName":{"en-US":"Classification of Instructional Programs"},"ceterms:targetNodeName":{"en-US":"Information Technology"},"ceterms:targetNodeDescription":{"en-US":"A program that focuses on the design of technological information systems, including computing systems, as solutions to business and research data and communications support needs.  Includes instruction in the principles of computer hardware and software components, algorithms, databases, telecommunications, user tactics, application testing, and human interface design."}}]}