Analytics - CPS (ALY)

Code	Title	SH	Usually offered	NUpath	Prerequisites	Recent instructors
ALY 1990	Elective	1–4
ALY 2010	Probability Theory and Introductory Statistics	3	fall, spring		one of: MTH 1100 (min D-) MTH 1200 (min D-) MTH 2100 (min D-)	Sudesh Shetty
ALY 2100	Introduction to Programming for Data Analytics	3	fall, spring		all of: one of: MTH 2400 (min D-) PHL 2310 (min D-) ITC 2300 (min D-)	Ravi Chamarti
ALY 2550	Generative AI	3	spring			Benjamin Tasker
ALY 2983	Topics	1–4
ALY 2990	Elective	1–4
ALY 3015	Intermediate Statistics for Data Analytics	3	fall, spring		ALY 2010 (min D-)	Sudesh Shetty
ALY 3040	Data Mining	3	spring		all of: ALY 2100 (min D-) ALY 3015 (min D-)	Mohsen Bahrami
ALY 3070	Communication and Visualization for Data Analytics	3	fall		all of: ALY 2100 (min D-) ALY 3015 (min D-)	Maede Maftouni
ALY 3110	Big Data and Web Mining	3	spring	AD	all of: ALY 2100 (min D-) ALY 3015 (min D-)	Quan Wan Venkata Duvvuri
ALY 3510	AI Foundations: An Interdisciplinary Approach	3	fall, spring			Vladimir Shapiro
ALY 3983	Topics	1–4
ALY 3990	Elective	1–4
ALY 4000	Analytics Using R	3	fall		all of: ALY 2010 (min D-) ITC 2300 (min D-)	Venkata Duvvuri
ALY 4020	Predictive Analytics Using R and Python	3	fall		one of: all of: ALY 2100 (min D-) ALY 3015 (min D-) ALY 3040 (min D-)	Vladimir Shapiro
ALY 4520	MLOps: Operationalizing AI	3	spring		ALY 4020 (min B)	Quan Wan
ALY 4570	Social Impacts and Issues of AI	3			ALY 2100 (min D-)
ALY 4850	Analytics Capstone	3	fall, spring	CE, WI	all of: ALY 3040 (min D-) ALY 3070 (min D-) ALY 4000 (min D-)	Ajit Appari Mimoza Dimodugno
ALY 4955	Project	1–4
ALY 4983	Topics	1–4
ALY 4990	Elective	1–4
ALY 6000	Introduction to Analytics	3
ALY 6010	Probability Theory and Introductory Statistics	3			ALY 6000 (min C-) (may be taken concurrently)
ALY 6015	Intermediate Analytics	3			all of: ALY 6000 (min C-) ALY 6010 (min C-)
ALY 6020	Predictive Analytics	3			all of: ALY 6015 (min C-) ALY 6070 (min C-)
ALY 6030	Data Warehousing and SQL	3			all of: ALY 6000 (min C-) ALY 6015 (min C-)
ALY 6040	Data Mining Applications	3			one of: all of: ALY 6000 (min C-) ALY 6010 (min C-) all of: EAI 6000 (min C-) EAI 6010 (min C-)
ALY 6050	Introduction to Enterprise Analytics	3			all of: ALY 6000 (min C-) ALY 6010 (min C-)
ALY 6060	Decision Support and Business Intelligence	3
ALY 6070	Communication and Visualization for Data Analytics	3			all of: ALY 6000 (min C-) ALY 6010 (min C-)
ALY 6080	Integrated Experiential Learning	3			all of: ALY 6015 (min C-) ALY 6050 (min C-) ALY 6070 (min C-)
ALY 6105	Introduction to Applied Statistics	3
ALY 6110	Data Management and Big Data	3			one of: all of: ALY 6000 (min C-) ALY 6010 (min C-) all of: EAI 6000 (min C-) EAI 6010 (min C-)
ALY 6115	Foundations of Data Analytics	3			one of: ALY 6105 (min C-) (may be taken concurrently) ALY 6000 (min C-)
ALY 6120	Leadership in Analytics	3
ALY 6125	Intermediate Analytics	3			one of: ALY 6115 (min C-) ALY 6010 (min C-)
ALY 6130	Risk Management for Analytics	3
ALY 6135	Introduction to Enterprise Analytics	3			one of: ALY 6115 (min C-) all of: ALY 6000 (min C-) ALY 6010 (min C-)
ALY 6140	Python and Analytics Systems Technology	3
ALY 6145	Communication and Visualization with Data	3			one of: ALY 6115 (min C-) all of: ALY 6000 (min C-) ALY 6010 (min C-)
ALY 6150	Healthcare/Pharmaceutical Data and Applications	3			one of: all of: ALY 6000 (min C-) (may be taken concurrently) ALY 6010 (min C-) all of: EAI 6000 (min C-) EAI 6010 (min C-)
ALY 6400	Integrated Experiential Learning	3			ALY 6125 (min C-) or ALY 6015 (min C-) and ALY 6050 (min C-) and ALY 6070 (min C-)
ALY 6410	Healthcare Analytics: From Data to Decisions	2			one of: ALY 6125 (min C-) all of: ALY 6000 (min C-) (may be taken concurrently) ALY 6010 (min C-) all of: EAI 6000 (min C-) EAI 6010 (min C-)
ALY 6420	Introduction to Queries	2
ALY 6430	Machine Learning Operations	2			ALY 6125 (min C-)
ALY 6440	Text Analytics and Language Processing	2			ALY 6125 (min C-)
ALY 6600	Data Warehousing and Querying	3			one of: ALY 6115 (min C-) all of: ALY 6000 (min C-) ALY 6015 (min C-)
ALY 6610	Data Mining Applications	3			one of: ALY 6115 (min C-) all of: ALY 6000 (min C-) ALY 6010 (min C-) all of: EAI 6000 (min C-) EAI 6010 (min C-)
ALY 6620	Big Data and Cloud Computing	3			one of: ALY 6115 (min C-) all of: ALY 6000 (min C-) ALY 6010 (min C-) all of: EAI 6000 (min C-) EAI 6010 (min C-)
ALY 6630	Programming for Data Science	3
ALY 6700	Decision Support and Business Intelligence	3
ALY 6710	Leadership in Analytics	3
ALY 6980	Capstone	3			all of: one of: ALY 6015 (min C-) ALY 6125 (min C-) one of: ALY 6050 (min C-) ALY 6135 (min C-) one of: ALY 6070 (min C-) ALY 6145 (min C-)
ALY 6983	Topics	1–4			one of: ALY 6115 (min C-) all of: ALY 6000 (min C-) ALY 6010 (min C-)
ALY 6995	Project	1–4
ALY 7100	Strategic Analytics Leadership and Organizational Transformation	3
ALY 7110	Enterprise Decision Intelligence and Strategic Business Systems	3
ALY 7120	Enterprise Risk Analytics and Governance Strategy	3
ALY 7130	Technology Strategy and Digital Innovation Leadership	3

Instructors are from recent scheduled terms; each course page shows them per season with student shares. Blank means no recent scheduled sections on record.