Data Science Master Program
Module 1: Programming Foundations
- Python for Data Science
- SQL Essentials for Data Handling
- Advanced Excel for Analytics
Module 2: Data Analysis & Visualization
- Exploratory Data Analysis
- Data Visualization with Power BI & Tableau
- Dashboard Design & Insights Presentation
Module 3: Statistics & Machine Learning
- Descriptive & Inferential Statistics
- Supervised & Unsupervised Learning
- Regression, Classification & Clustering
- Model Evaluation & Optimization
Module 4: Advanced Topics in AI
- Deep Learning Fundamentals
- Natural Language Processing (NLP)
- Computer Vision & Image Recognition
- AI Project Deployment
Module 5: Big Data & Cloud Tools
- Introduction to Big Data
- Hadoop & Spark Frameworks
- Working with Cloud Platforms
Module 6: Projects & Career Readiness
- 25+ Real-world Data Science Projects
- Capstone Project with Industry Mentorship
- Resume Building & Interview Preparation
- Career Mentoring & Job Placement Support
- Participation in Hackathons & Competitions