Data analysis, visualization, and machine learning pipelines
4 years (8 semesters)
Fall (September)
NPR 775,000 (4 years)
Program Overview
Transform data into insights with our Data Science program. Learn statistical analysis, machine learning, data visualization, and big data technologies to become a data professional capable of driving business decisions through data-driven insights.
Curriculum
Year 1
Programming for Data Science (Python)
Statistics & Probability
Linear Algebra
Database Systems
Data Structures
Introduction to Data Science
Year 2
Data Analysis with Pandas & NumPy
Data Visualization (Matplotlib, Seaborn)
SQL & NoSQL Databases
Machine Learning Fundamentals
Statistical Modeling
Web Scraping & APIs
Year 3
Advanced Machine Learning
Deep Learning & Neural Networks
Big Data Technologies (Hadoop, Spark)
Natural Language Processing
Time Series Analysis
Business Intelligence Tools (Tableau, Power BI)
Year 4
AI & Advanced Analytics
Data Engineering
Cloud Data Platforms
Capstone Data Science Project
Industry Internship
Ethics in AI & Data
Skills You'll Learn
Python & R ProgrammingStatistical AnalysisMachine Learning (Scikit-learn, TensorFlow)Data VisualizationSQL & Database ManagementBig Data (Spark, Hadoop)Excel & Power BICommunication & Storytelling