Detail API Response (Raw)
{
"course": {
"id": "adb4cf36-23f1-40c4-8d3e-18b071b1c4bd",
"cpdFlag": false,
"options": [
{
"id": "56f797b5-aaec-426c-afa2-5c34a07b5dab",
"status": {
"published": true,
"availableForApplication": true,
"applicationStatusSummary": "Please speak to the provider to make an application",
"acceptingApplicationsMessage": null,
"notAcceptingApplicationsMessage": null
},
"cycleId": null,
"modules": null,
"deadline": null,
"duration": {
"quantity": 12,
"durationType": {
"id": "3",
"caption": "Months",
"mappedCaption": null
}
},
"features": {
"accelerated": false
},
"location": {
"id": "46133d38-4455-4d86-8aea-3d681744519d",
"url": null,
"name": "Main Site",
"ukprn": null,
"address": {
"line1": "Nethergate",
"line2": "",
"line3": null,
"line4": "Dundee",
"region": {
"id": "13",
"caption": "Grampian and Tayside",
"mappedCaption": "Scotland"
},
"country": {
"id": "000",
"caption": "United Kingdom",
"mappedCaption": "Scotland"
},
"latitude": 56.4573454336,
"postcode": "DD1 4HN",
"longitude": -2.9782687788
},
"isDefault": false,
"geoLocation": {
"latitude": 56.4573454336,
"longitude": -2.9782687788
},
"tefCodeType": null,
"locationCode": "-",
"googleMapsUrl": "https://maps.googleapis.com/maps/api/staticmap?zoom=10&size=2048x600&scale=2&markers=size:tiny%7Ccolor:red%7C56.4573454336,-2.9782687788&key=AIzaSyDAC7vZWEFNPF6GFUZvXfO5PRDxdEC0Gc0&signature=ezAGaujnhwqwJGva9Mr-xKenLiw=",
"googleMapsParams": "56.4573454336,-2.9782687788",
"locationCategory": null,
"geoLocationString": "56.4573454336,-2.9782687788"
},
"startDate": {
"date": "21/09/2026",
"nonSpecific": false
},
"studyMode": {
"id": "3",
"caption": "Full-time",
"mappedCaption": "Full-time",
"excludedSchemesForApplication": []
},
"applyCycle": "2026",
"courseFees": [],
"courseType": null,
"entryPoints": [],
"durationRange": {
"max": null,
"min": null
},
"admissionTests": [],
"subjectOptions": [],
"useDefaultFees": false,
"providerApplyUrl": "https://www.dundee.ac.uk/postgraduate/business-analytics-ai-business/how-to-apply",
"assessmentMethods": null,
"entryRequirements": "https://www.dundee.ac.uk/postgraduate/business-analytics-ai-business/entry-requirements",
"internalReference": null,
"providerCourseUrl": "https://www.dundee.ac.uk/postgraduate/business-analytics-ai-business",
"professionalBodies": [],
"qualificationLevel": {
"id": "SCQF_11",
"caption": "SCQF Level 11",
"mappedCaption": null
},
"subjectToValidation": false,
"outcomeQualification": {
"id": "158",
"caption": "MSc",
"mappedCaption": "Masters degrees"
},
"deferredEntryDisallowed": false,
"additionalFeeInformation": "Tuition fees for 2026/7 are yet to be confirmed.",
"academicEntryRequirements": null,
"additionalEntryRequirements": [],
"englishLanguageEntryRequirements": [],
"minimumAcademicEntryRequirements": null,
"subsequentYearsEntryRequirements": null,
"amsApplicationConfigurationOptions": {
"useAscii": false,
"hasNoVacancies": "False",
"customQuestions": [],
"vacancyStatuses": [
{
"status": null,
"domicile": "eu",
"hasVacancies": true,
"flattenedVacancy": "eu"
},
{
"status": null,
"domicile": "wales",
"hasVacancies": true,
"flattenedVacancy": "wales"
},
{
"status": null,
"domicile": "eng",
"hasVacancies": true,
"flattenedVacancy": "eng"
},
{
"status": null,
"domicile": "int",
"hasVacancies": true,
"flattenedVacancy": "int"
},
{
"status": null,
"domicile": "scot",
"hasVacancies": true,
"flattenedVacancy": "scot"
},
{
"status": null,
"domicile": "ni",
"hasVacancies": true,
"flattenedVacancy": "ni"
},
{
"status": null,
"domicile": "roi",
"hasVacancies": true,
"flattenedVacancy": "roi"
}
],
"hasRestrictedVacancies": "False",
"hasRestrictedEligibility": false,
"restrictedEligibilityUrl": null,
"restrictedEligibilityInfo": null,
"useEnhancedCriminalConvictionCheck": false,
"notAcceptingInternationalApplications": "False"
},
"englishLanguageEntryRequirementInformation": null
},
{
"id": "ddbedb2d-f550-40fa-b87e-49b01f50cf08",
"status": {
"published": true,
"availableForApplication": true,
"applicationStatusSummary": "Please speak to the provider to make an application",
"acceptingApplicationsMessage": null,
"notAcceptingApplicationsMessage": null
},
"cycleId": null,
"modules": null,
"deadline": null,
"duration": {
"quantity": 12,
"durationType": {
"id": "3",
"caption": "Months",
"mappedCaption": null
}
},
"features": {
"accelerated": false
},
"location": {
"id": "46133d38-4455-4d86-8aea-3d681744519d",
"url": null,
"name": "Main Site",
"ukprn": null,
"address": {
"line1": "Nethergate",
"line2": "",
"line3": null,
"line4": "Dundee",
"region": {
"id": "13",
"caption": "Grampian and Tayside",
"mappedCaption": "Scotland"
},
"country": {
"id": "000",
"caption": "United Kingdom",
"mappedCaption": "Scotland"
},
"latitude": 56.4573454336,
"postcode": "DD1 4HN",
"longitude": -2.9782687788
},
"isDefault": false,
"geoLocation": {
"latitude": 56.4573454336,
"longitude": -2.9782687788
},
"tefCodeType": null,
"locationCode": "-",
"googleMapsUrl": "https://maps.googleapis.com/maps/api/staticmap?zoom=10&size=2048x600&scale=2&markers=size:tiny%7Ccolor:red%7C56.4573454336,-2.9782687788&key=AIzaSyDAC7vZWEFNPF6GFUZvXfO5PRDxdEC0Gc0&signature=ezAGaujnhwqwJGva9Mr-xKenLiw=",
"googleMapsParams": "56.4573454336,-2.9782687788",
"locationCategory": null,
"geoLocationString": "56.4573454336,-2.9782687788"
},
"startDate": {
"date": "18/01/2027",
"nonSpecific": false
},
"studyMode": {
"id": "3",
"caption": "Full-time",
"mappedCaption": "Full-time",
"excludedSchemesForApplication": []
},
"applyCycle": "2026",
"courseFees": [],
"courseType": null,
"entryPoints": [],
"durationRange": {
"max": null,
"min": null
},
"admissionTests": [],
"subjectOptions": [],
"useDefaultFees": false,
"providerApplyUrl": "https://www.dundee.ac.uk/postgraduate/business-analytics-ai-business/how-to-apply",
"assessmentMethods": null,
"entryRequirements": "https://www.dundee.ac.uk/postgraduate/business-analytics-ai-business/entry-requirements",
"internalReference": null,
"providerCourseUrl": "https://www.dundee.ac.uk/postgraduate/business-analytics-ai-business",
"professionalBodies": [],
"qualificationLevel": {
"id": "SCQF_11",
"caption": "SCQF Level 11",
"mappedCaption": null
},
"subjectToValidation": false,
"outcomeQualification": {
"id": "158",
"caption": "MSc",
"mappedCaption": "Masters degrees"
},
"deferredEntryDisallowed": false,
"additionalFeeInformation": "Tuition fees for 2026/7 are yet to be confirmed.",
"academicEntryRequirements": null,
"additionalEntryRequirements": [],
"englishLanguageEntryRequirements": [],
"minimumAcademicEntryRequirements": null,
"subsequentYearsEntryRequirements": null,
"amsApplicationConfigurationOptions": {
"useAscii": false,
"hasNoVacancies": "False",
"customQuestions": [],
"vacancyStatuses": [
{
"status": null,
"domicile": "eu",
"hasVacancies": true,
"flattenedVacancy": "eu"
},
{
"status": null,
"domicile": "wales",
"hasVacancies": true,
"flattenedVacancy": "wales"
},
{
"status": null,
"domicile": "eng",
"hasVacancies": true,
"flattenedVacancy": "eng"
},
{
"status": null,
"domicile": "int",
"hasVacancies": true,
"flattenedVacancy": "int"
},
{
"status": null,
"domicile": "scot",
"hasVacancies": true,
"flattenedVacancy": "scot"
},
{
"status": null,
"domicile": "ni",
"hasVacancies": true,
"flattenedVacancy": "ni"
},
{
"status": null,
"domicile": "roi",
"hasVacancies": true,
"flattenedVacancy": "roi"
}
],
"hasRestrictedVacancies": "False",
"hasRestrictedEligibility": false,
"restrictedEligibilityUrl": null,
"restrictedEligibilityInfo": null,
"useEnhancedCriminalConvictionCheck": false,
"notAcceptingInternationalApplications": "False"
},
"englishLanguageEntryRequirementInformation": null
}
],
"suggest": "Business Analytics and Artificial Intelligence for Business MSc. University of Dundee. Artificial intelligence. Operational research",
"summary": "This course will teach you to innovatively use artificial intelligence (AI) to solve business problems and ensure process efficiency. You will master a suite of AI skills and use these to drive change and make smart business decisions.\n\nYou will cover topics such as:\n\n\n- data mining for business\n\n\n- applied artificial intelligence solutions\n\n\n- ethics of artificial intelligence\n\n\n- deep learning implementation\n\n\nThis course will give you strong technical and analytical skills. You will also focus on the ethical and innovative use of AI in business. You will gain practical experience and will be able to graduate ready to enter the workplace. Your skills will mean that you are equipped to innovate in the fast-evolving world of business. You will achieve this through hands-on projects and industry-standard tools.\n\nGlobally, there is now an increasing demand for AI skills in the job market. AI and machine learning specialists are among the fastest-growing job categories.\n\nYou’ll dive into key skills like:\n\n\n- machine learning\n\n\n- deep learning\n\n\n- ethics of AI\n\n\n- business analytics\n\n\nThroughout the course, you will learn through lectures, tutorials, and lab sessions. These will range from covering theory to being more hands-on.\n\nIn the labs, you’ll apply your knowledge using tools to solve real-world problems. You will use tools like Python, R, and other specialised software.\n\nYou will also use various analytics tools. This will allow you to engage in:\n\n\n- data visualisation\n\n\n- prescriptive and predictive analytics\n\n\n- database management\n\n\nOur dual focus on business analytics and artificial intelligence will uniquely prepare you for a career in analytics or AI. You will also have access to unique opportunities that set this course apart such as:\n\n\n- funded global or local internship opportunities\n\n\n- experience through industry partnerships and guest lectures\n\n\n- accreditation that can lead to further qualifications and experience\n\n\n- a hybrid learning approach\n",
"atasFlag": false,
"contacts": [
{
"id": "2feabd62-d52d-d40f-6f2a-9952b828cdc4",
"fax": "",
"email": "contactus@dundee.ac.uk",
"phone": "01382 383838",
"title": "Admissions Enquiries",
"isDefault": false,
"hasCourses": false,
"isClearing": false,
"clearingUrl": null,
"enquiryLink": {
"url": null,
"caption": null
},
"availability": null,
"coursesCount": 0,
"isAdmissions": false,
"socialMediaPresences": []
},
{
"id": "3519fdf1-2b60-4e64-a8ed-c7b898af0cba",
"fax": null,
"email": null,
"phone": "01382 386386",
"title": "Clearing Hotline",
"isDefault": false,
"hasCourses": false,
"isClearing": true,
"clearingUrl": "https://www.dundee.ac.uk/clearing",
"enquiryLink": {
"url": "https://www.dundee.ac.uk/clearing/",
"caption": "Our vacancies and application form"
},
"availability": "We're here to help with any questions about Clearing, from the application process to accommodation. Lines are open 9am to 5pm, Monday to Friday with extended hours on the following dates. \n\nThursday 15 August 9am - 7pm, \nFriday 16 August 9am - 7pm, \nSaturday 17 August 9am - 3pm, \nSunday 18 August 9am - 1pm.",
"coursesCount": 0,
"isAdmissions": false,
"socialMediaPresences": [
{
"id": "fb",
"url": "https://www.facebook.com/UniversityofDundee/",
"caption": "Facebook"
},
{
"id": "tw",
"url": "https://twitter.com/dundeeuni",
"caption": "Twitter"
},
{
"id": "yt",
"url": "https://www.youtube.com/UniversityOfDundee",
"caption": "Youtube"
},
{
"id": "ig",
"url": "https://instagram.com/dundeeuni",
"caption": "Instagram"
}
]
}
],
"keywords": null,
"provider": {
"id": "bfcb0d31-ce4c-f762-62a2-aaa148d556bd",
"name": "University of Dundee",
"ukprn": 10007852,
"address": {
"line1": "Nethergate",
"line2": "",
"line3": "",
"line4": "Dundee",
"region": {
"id": "13",
"caption": "Grampian and Tayside",
"mappedCaption": "Scotland"
},
"country": {
"id": "103",
"caption": "Scotland",
"mappedCaption": "Scotland"
},
"latitude": 56.4573454336,
"postcode": "DD1 4HN",
"longitude": -2.9782687788
},
"aliases": [],
"logoUrl": "https://d1l6hqpjksdq9d.cloudfront.net/Prod/bfcb0d31-ce4c-f762-62a2-aaa148d556bd",
"aliasName": "University of Dundee",
"websiteUrl": "www.dundee.ac.uk",
"liveProvider": true,
"providerCode": null,
"providerSort": "Dundee, University of",
"providerUrls": [],
"imageLocation": null,
"institutionCode": "D65",
"providerShortName": "University of Dundee",
"cukasInstitutionCode": null,
"requireAsciiDocuments": false,
"providerAbbreviatedName": "DUND",
"aliasNameWithoutApostrophe": "University of Dundee"
},
"subjects": [
{
"id": "1038",
"caption": "Artificial intelligence",
"mappedCaption": null
},
{
"id": "1471",
"caption": "Operational research",
"mappedCaption": null
}
],
"auditions": [],
"studyType": {
"id": "1",
"caption": "Taught",
"mappedCaption": null
},
"department": {
"id": "06bd13ff-bd4b-4ec5-afa9-ecaa16f50d6a",
"name": "School of Business"
},
"hecosCodes": [
{
"hecosCode": {
"code": "100359",
"caption": "artificial intelligence",
"refDataId": "10251"
},
"percentageOfCourse": 50
},
{
"hecosCode": {
"code": "100404",
"caption": "operational research",
"refDataId": "10288"
},
"percentageOfCourse": 50
}
],
"jacs3Codes": [],
"publishEnd": "9999-12-31T23:59:59.9999999",
"shortTitle": null,
"specialism": {
"primary": [],
"secondary": [],
"specialismStudyTypes": []
},
"visibleEnd": "2027-08-01T08:00:00",
"compositeId": "adb4cf36-23f1-40c4-8d3e-18b071b1c4bd-2026",
"courseTitle": "Business Analytics and Artificial Intelligence for Business MSc",
"facultyCode": null,
"routingData": {
"scheme": {
"id": "none",
"caption": "Direct application only",
"mappedCaption": null
},
"destination": {
"id": "pg",
"caption": "Postgraduate",
"mappedCaption": null
}
},
"availableEnd": "9999-12-31T23:59:59.9999999",
"englishTitle": "",
"publishStart": "0001-01-01T00:00:00",
"visibleStart": "2025-04-29T08:00:00",
"taughtInWelsh": false,
"ucasApplyData": null,
"academicYearId": "2026",
"availableStart": "0001-01-01T00:00:00",
"awardingBodies": [
{
"id": "333",
"caption": "University of Dundee",
"mappedCaption": null
}
],
"applicationCode": null,
"courseTitleSort": "Business Analytics and Artificial Intelligence for Business MSc",
"abbreviatedTitle": null,
"balanceIndicator": null,
"copyFormRequired": false,
"internalReference": null,
"currentlyInClearing": false,
"ucasTeacherTraining": false,
"degreeApprenticeship": false,
"qualifiedTeacherStatus": null,
"sponsorshipInformation": null,
"internationalInformation": null,
"courseTitleWithoutApostrophe": "Business Analytics and Artificial Intelligence for Business MSc",
"additionalAuditionInformation": null,
"higherTechnicalQualifications": false
},
"version": 10,
"academicYearsInformation": {
"2025": 1,
"2026": 2
}
}