Curriculum Breakdown

Program Structure & Syllabus (100 Credits)

Year 1: Diploma Level (30 Credits - 2 Semesters)

1st Year 01st Semester (15 Credits)

Fundamentals of Business Management 3 Credits

Management theories, organizational structure, and operational environments.

Introduction to IT & Systems 3 Credits

Core hardware, software architectures, internet technologies, and system components.

Business Communication & Academic Writing 3 Credits

Professional messaging, report generation, and formal presentation skills.

Introduction to Programming with Python 3 Credits

Basics of Python syntax, data types, control flow, functions, and logic building.

Business Mathematics & Statistics 3 Credits

Linear algebra, calculus basics, descriptive statistics, and probability.

1st Year 02nd Semester (15 Credits)

Principles of Marketing in the Digital Age 3 Credits

Consumer behavior, digital channels, and market research techniques.

Database Management Systems (DBMS) 3 Credits

Relational databases, SQL query design, normalization, and schema architecture.

Financial Accounting & Costing 3 Credits

Financial statements, double-entry bookkeeping, and cost estimation fundamentals.

Data Structures & Algorithms for Business 3 Credits

Arrays, lists, trees, search/sort algorithms, and computational efficiency.

Foundations of Artificial Intelligence 3 Credits

Overview of AI fields, machine learning concepts, logic, and intelligent agents.

Year 2: Higher Diploma Level (30 Credits - 2 Semesters)

2nd Year 01st Semester (15 Credits)

Machine Learning Fundamentals for Business 3 Credits

Supervised/unsupervised learning, regression, decision trees, and classification.

Systems Analysis, Design & Architecture 3 Credits

SDLC frameworks, UML modeling, requirements gathering, and system design patterns.

HRM & Organizational Behavior 3 Credits

Talent acquisition, performance metrics, team dynamics, and workforce leadership.

Business Intelligence & Data Visualization 3 Credits

Dashboard creation, ETL processes, and tools like PowerBI and Tableau.

Web Application Dev & API Integration 3 Credits

Full-stack introduction, RESTful services, web APIs, and client-server workflows.

2nd Year 02nd Semester (15 Credits)

Applied AI in Business Ops & Marketing 3 Credits

Recommender systems, customer churn analysis, and marketing automation.

Enterprise Resource Planning (ERP) Systems 3 Credits

ERP architectures (SAP, Odoo), cross-functional integration, and inventory management.

Financial Management & FinTech Applications 3 Credits

Capital budgeting, risk analysis, financial modeling, and algorithmic trading basics.

Predictive Analytics & Big Data Infrastructure 3 Credits

Data pipelines, Hadoop/Spark ecosystems, and time-series forecasting.

IT Governance, Security & Cyber Law 3 Credits

Information security, regulatory compliance (GDPR/Data Privacy), and risk management.

Year 3: Degree Level (40 Credits - 2 Semesters + Research Project)

3rd Year 01st Semester (15 Credits)

Deep Learning & Natural Language Processing 3 Credits

Neural network architectures, sentiment analysis, LLMs, and chatbot implementation.

Strategic Business Management & Innovation 3 Credits

Competitive strategy analysis, business model design, and digital disruption.

Cloud Computing & Enterprise Architecture 3 Credits

AWS/Azure cloud services, microservices, containerization, and serverless design.

Supply Chain Analytics & Logistics Automation 3 Credits

Optimization algorithms, route planning, and demand forecasting using AI.

Research Methodology & Data Analytics 3 Credits

Research paradigms, quantitative/qualitative methodologies, and hypothesis formulation.

3rd Year 02nd Semester (25 Credits)

AI Ethics, Governance & Responsible AI 3 Credits

Algorithmic bias, explainable AI (XAI), safety protocols, and socio-economic impacts.

Digital Transformation & Intelligent Automation 3 Credits

Robotic Process Automation (RPA), workflow orchestration, and change management.

Product Management & Agile Methodologies 3 Credits

Scrum framework, product roadmaps, user stories, Sprint planning, and deployment.

Generative AI & IDSS 3 Credits

Prompt engineering, generative models, multi-criteria decision models, and IDSS.

Global Economics & Tech Entrepreneurship 3 Credits

Startup financing, venture capital, intellectual property, and global market analysis.

Dissertation / Final Year AI Research Project 10 Credits

An independent research project requiring students to design, develop, and evaluate an AI-driven business system or solve a complex analytical business problem under academic supervision.

100 Academic Credits

UGC Recommended US University

AI & Enterprise Integration

Degree Program

B.Sc in AI-Driven Business Management & Intelligent Information Systems