BS Business Data Analytics & AI at BCSS is a contemporary programme combining business intelligence, data analysis and artificial intelligence for business decision-making. Students learn Python, SQL, Power BI,...
Faculty of Management Sciences · BCSS University
BS Business Data Analytics & AI at BCSS is a contemporary programme combining business intelligence, data analysis and artificial intelligence for business decision-making. Students learn Python, SQL, Power BI, machine learning, predictive analytics, business forecasting and AI applications in finance, marketing and supply chain. Graduates are in high demand as business analysts, data analysts, BI developers and AI product managers.
| Code | Course Title | Cr.Hrs | Type |
|---|---|---|---|
| BDA-101 | Introduction to Business Data Analytics | 3 | Core |
| MT-B101 | Business Mathematics & Statistics | 3 | Core |
| CS-101 | Python for Business | 3 | Core |
| CS-191 | Python Lab | 1 | Lab |
| EG-B101 | Business English | 3 | General |
| PS-101 | Pakistan Studies | 2 | Compulsory |
| IS-101 | Islamic Studies / Ethics | 2 | Compulsory |
| Semester 1 — Total Credit Hours | 17 | ||
| Code | Course Title | Cr.Hrs | Type |
|---|---|---|---|
| ACC-101 | Principles of Accounting | 3 | Core |
| ECO-101 | Economics for Data Analysts | 3 | Core |
| STAT-101 | Probability & Statistics | 3 | Core |
| DB-101 | Database Systems & SQL | 3 | Core |
| DB-191 | SQL Lab | 1 | Lab |
| EG-B201 | Business Communication | 2 | General |
| Semester 2 — Total Credit Hours | 15 | ||
| Code | Course Title | Cr.Hrs | Type |
|---|---|---|---|
| BDA-301 | Data Wrangling & Preprocessing | 3 | Core |
| BDA-391 | Data Wrangling Lab | 1 | Lab |
| BDA-302 | Business Intelligence & Power BI | 3 | Core |
| BDA-392 | Power BI Lab | 1 | Lab |
| MKT-101 | Marketing Analytics | 3 | Core |
| FIN-201 | Financial Data Analysis | 3 | Core |
| Semester 3 — Total Credit Hours | 14 | ||
| Code | Course Title | Cr.Hrs | Type |
|---|---|---|---|
| BDA-401 | Machine Learning for Business I | 3 | Core |
| BDA-491 | ML Lab | 1 | Lab |
| BDA-402 | Predictive Analytics & Forecasting | 3 | Core |
| BDA-403 | Customer Analytics & CRM | 3 | Core |
| BDA-404 | Supply Chain Analytics | 3 | Core |
| HRM-BDA | HR Analytics | 2 | Core |
| Semester 4 — Total Credit Hours | 15 | ||
| Code | Course Title | Cr.Hrs | Type |
|---|---|---|---|
| BDA-501 | Machine Learning for Business II — NLP & Recommenders | 3 | Core |
| BDA-502 | Big Data Platforms — Hadoop & Spark | 3 | Core |
| BDA-503 | Social Media Analytics | 3 | Core |
| BDA-504 | Financial Analytics & Risk | 3 | Core |
| EL-501 | Elective I | 3 | Elective |
| Semester 5 — Total Credit Hours | 15 | ||
| Code | Course Title | Cr.Hrs | Type |
|---|---|---|---|
| AI-601 | Artificial Intelligence for Business | 3 | Core |
| BDA-601 | Computer Vision Applications | 3 | Core |
| BDA-602 | MLOps & Model Deployment | 3 | Core |
| BDA-603 | Research Methods in Business Analytics | 2 | Core |
| EL-601 | Elective II | 3 | Elective |
| Semester 6 — Total Credit Hours | 14 | ||
| Code | Course Title | Cr.Hrs | Type |
|---|---|---|---|
| BDA-701 | Capstone Project I — Industry Analytics | 3 | Core |
| BDA-702 | Cloud Analytics — AWS/Azure | 3 | Core |
| BDA-703 | AI Strategy & Ethics | 2 | Core |
| EL-701 | Elective III | 3 | Elective |
| Semester 7 — Total Credit Hours | 11 | ||
| Code | Course Title | Cr.Hrs | Type |
|---|---|---|---|
| BDA-801 | Final Year Project | 6 | Core |
| BDA-802 | Industry Internship | 6 | Lab |
| Semester 8 — Total Credit Hours | 12 | ||