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It specifies which courses require prior DS 101, HROB 101, MGMT 102, and related prerequisites, plus elective options for data mining, machine learning applications, and business intelligence. The document also lists lower-division preparation (23 units) that must be completed at application time, with GPA ranking criteria, minimum GPA of 2.4, and recent cut-offs around 2.80–2.90, plus application timing and due dates.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":20,"@type":76,"position":81},"https://docshare.wps.com/document/exam/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/artificial-intelligence-management-upper-division-major-core-requirements-course-and-gpa-application-requirements/397861/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/artificial-intelligence-management-upper-division-major-core-requirements-course-and-gpa-application-requirements/397861.png","ImageObject",300,407,{"name":92,"@type":93},"lugxt","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-11-09","2026-09-27",true,{"@type":102,"interactionType":103,"userInteractionCount":39},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"Which core and concentration courses are required for the Artificial Intelligence Management upper-division major?","Question",{"text":112,"@type":113},"The core includes DS 101, HROB 101, MGMT 102, FIN 101, MKTG 101, OPM 101, MIS 101, and GM 105. Concentration requires MIS 15, MIS 130, MIS 152, MIS 164, and MIS 172, plus 9 units of approved electives.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"What prerequisites are required to enroll in the upper-division business major courses?",{"text":117,"@type":113},"Several courses require junior standing, and GM 105 requires DS 101, HROB 101, MGMT 102, FIN 101, MKTG 101, and OPM 101. OPM 101 permits concurrent enrollment with DS 101.",{"name":119,"@type":110,"acceptedAnswer":120},"What GPA and timing rules apply when applying to the impacted major?",{"text":121,"@type":113},"Applicants are ranked by overall GPA and lower-division major GPA, with a minimum GPA of 2.4 that does not guarantee admission. Past cut-offs are listed in the 2.80/2.90 range. Application availability and supplemental due dates are provided for both spring and fall cycles.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},397861,1790927722,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":19,"category_name":20,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":39,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":14,"language":139,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":67,"update_tm":143,"read_time":24,"preview_page_count":4},3985747862600,"https://ap-avatar.wpscdn.com/davatar_9964176cb1d06d4a9deccf72a44ae3dc","ARTIFICIAL INTELLIGENCE MANAGEMENT  \nUpper Division Major Core Requirements (24 units)  \n\n| Course | Grade | Institution/Semester Taken | Equivalent Course | Prerequisites/Notes |\n| --- | --- | --- | --- | --- |\n| The following courses are open to expressed interest in business students who have completed the lower division requirements: |  |  |  |  |\n| DS 101 – Intro to Business Analytics |  |  |  | (MATH 24 and STAT 1) |\n| HROB 101 – Mgmt of Contemporary Org |  |  |  | (junior standing) |\n| MGMT 102 – Business Communication |  |  |  | (junior standing) |\n| Students must be approved into the upper division business major in order to enroll in the following courses: |  |  |  |  |\n| FIN 101 – Business Finance |  |  |  |  |\n| MKTG 101 – Principles of Marketing |  |  |  |  |\n| OPM 101-Operations Management |  |  |  | (DS 101; concurrent enrollment ok) |\n| MIS 101 – Computer Info Systems for Management |  |  |  |  |\n| GM 105 – Strategic Management |  |  |  | (DS 101, HROB 101, MGMT 102, FIN 101, MKTG 101, OPM 101) |\n\nConcentration Requirements (24 units)  \n\n| Course | Grade | Institution/Semester Taken | Equivalent Course | Prerequisites/Notes |\n| --- | --- | --- | --- | --- |\n| Required Courses (15 units) |  |  |  |  |\n| MIS 15 – Introduction to Business\u003Cbr>Programming |  |  |  |  |\n| MIS 130 – Responsible Use of AI |  |  |  |  |\n| MIS 152 – Cloud and AI Infrastructure |  |  |  |  |\n| MIS 164 – AI Management Practicum |  |  |  | (MIS 15, MIS 130, MIS 152) |\n| MIS 172 – AI Strategy and Architecture |  |  |  | (MIS 130, MIS 152) |\n| Elective Courses (9 units) -Select 9 units of elective courses from the following: |  |  |  |  |\n| DS 102 – Foundation & Tools for BA |  |  |  | (MATH 24 or STAT 1) |\n| DS 110 – Data Mining for Business Analytics |  |  |  | (DS 101 or STAT 103 or ENGR 115) |\n| FIN 149 – Real Estate Analytics |  |  |  | (FIN 19 or FIN 101) |\n| HROB 159 – Special Topics in Org Behavior |  |  |  |  |\n| MIS 181 – Machine Learning Applications in Business |  |  |  | (DS 101 and MIS 150) |\n| MIS 183++ – Business Intelligence App. |  |  |  |  |\n\n+ Typically offered Fall semester only ++ Typically offered Spring semester only  \nLower Division Requirements (23 units)  \nAll lower division requirements must be completed at the time of application to the upper division major.  \n\n| Course | Grade | Institution/Semester Taken | Equivalent Course | Prerequisites/Notes |\n| --- | --- | --- | --- | --- |\n| MIS 10 – Business Applications (Spreadsheets) |  |  |  |  |\n| ACCY 1 – Accounting Fundamentals |  |  |  |  |\n| ACCY 2 – Managerial Accounting |  |  |  | (ACCY 1) |\n| ECON 1A – Introduction to Macroeconomics |  |  |  |  |\n| ECON 1B – Introduction to Microeconomics |  |  |  |  |\n| MATH 24 – Modern Business Mathematics |  |  |  | (ALEKS PPL) Calculus courses ok as substitution |\n| MGMT 10 – Introduction to Business Law |  |  |  |  |\n| STAT 1 – Introduction to Statistics |  |  |  | (ALEKS PPL) |\n\n• The Business Administration major is impacted.  \n• Applicants will be ranked based on overall GPA and lower division major GPA.  \n• Minimum GPA to apply is 2.4, however, this does not guarantee admission to the program. Actual GPA cut-offs have been higher.  \n• GPA cutoffs for the past few semesters have been in the 2.80/2.90 range.  \n• All lower division requirements must be completed at the time of application.  \n• The number of students admitted to the major each semester will vary depending on faculty resources. Where  \nto apply:  \nThe application can be found on your online Student Center-bottom right corner under “Forms”.  \nWhen to apply online:  \nSpring SeIeinsitsehring computer literacy/lower division courses by the end of the previous Summer, the application will be available September 1.  \nSupplemental online business application due:  \nOctober 15  \nFall Semester  \nIf finishing computer literacy/lower division courses by the end of the previous Fall, the application will be available February 1.  \nSupplemental online business applicati","cbCaiuO0eXYIghCh","https://ap.wps.com/l/cbCaiuO0eXYIghCh","pdf",339736,"English","# Upper Division Major Core Requirements (24 units)\n## Concentration Requirements (24 units)\n## Lower Division Requirements (23 units)\n## GPA and Application Information","[{\"question\":\"Which core and concentration courses are required for the Artificial Intelligence Management upper-division major?\",\"answer\":\"The core includes DS 101, HROB 101, MGMT 102, FIN 101, MKTG 101, OPM 101, MIS 101, and GM 105. Concentration requires MIS 15, MIS 130, MIS 152, MIS 164, and MIS 172, plus 9 units of approved electives.\"},{\"question\":\"What prerequisites are required to enroll in the upper-division business major courses?\",\"answer\":\"Several courses require junior standing, and GM 105 requires DS 101, HROB 101, MGMT 102, FIN 101, MKTG 101, and OPM 101. OPM 101 permits concurrent enrollment with DS 101.\"},{\"question\":\"What GPA and timing rules apply when applying to the impacted major?\",\"answer\":\"Applicants are ranked by overall GPA and lower-division major GPA, with a minimum GPA of 2.4 that does not guarantee admission. Past cut-offs are listed in the 2.80/2.90 range. Application availability and supplemental due dates are provided for both spring and fall cycles.\"}]","Artificial Intelligence Management - Upper Division Major Core Requirements - Course and GPA Application Requirements | PDF",1790467637]