Applied Artificial Intelligence & Data Science

Program Structure

Semester 3 – Core Programming and Data Management
- Relational Databases (RDBMS) using MySQL
- Python Programming & Advanced Python
- Problem Solving & Data Structures using Python
Semester 4 – Data Analysis
- Exploratory Data Analysis with Pandas
Semester 5 – Machine Learning
- Machine Learning Fundamentals & Advanced ML
- ML System Design & Deployment (MLOps)
Semester 6 – Advanced AI
- Deep Learning using TensorFlow
Semester 7 – NLP and Generative AI
- Natural Language Processing
- Generative AI & Agentic AI
- Experiential Project-Based Learning

Demonstrate proficiency in Python programming, data handling, and database management
Analyze and visualize complex datasets using Excel and Python-based tools
Apply supervised and unsupervised machine learning techniques to solve real-world problems
Design, train, and deploy deep learning models for image, text, and sequence data
Develop natural language processing and generative AI applications using modern AI frameworks

Core Programming and Data Visualization
- Student Grading System using Python functions
- Automated Sales Performance Dashboard in Excel
- Customer Segmentation with Grouped Insights
Machine Learning and Deep Learning
- Credit Risk Analysis using Ensemble
- Multi-Class Image Classification with CNN
- License Plate Detection with OpenCV