BAN 805 AI and Machine Learning Fundamentals for Business
Not in the Spring 2026-2027 schedule — this is the most recent term it ran.
Artificial Intelligence (AI) is reshaping how businesses extract insights from data. This course introduces the fundamentals of AI and machine learning for business analytics through two integrated pillars: coding with AI and building machine learning models. Students use AI tools in notebook environments to generate code, obtain explanations, and analyze data — making coding accessible while developing genuine analytical competency. Machine learning topics include exploratory data analysis, regression, classification, and ensemble methods applied to real business problems, along with model evaluation, bias-variance tradeoff, and regularization techniques.
Lecture — BAN 805
| Section | When | Where | Instructor | CRN | |
|---|---|---|---|---|---|
| 0 | Thu 19:00–22:00 Sat 13:30–16:30 |
Altunizade Campus 105 | Altuğ Tanaltay | 13963 | syllabus |
BAN 805 — Sabancı Üniversitesi Fall 2026-2027 ders programı: section'lar, saatler, derslikler, CRN'ler ve syllabus bağlantıları.