MS DATA SCIENCE

MSDS

COURSE FACT

STUDY LEVEL STUDY NOTE PROGRAM DURATION CREDITS HOURS

Post Graduate

Full-Time

4 Semesters (2 years)

30

Eligibility Criteria

BSCS/BSSE/BSIT/ Master of Computer Science/Master of lnformation Technology/MSc Computer Science with CGPA 2.00/4.00 under semester system or 60% marks under annual system. GAT(General)TUF entry test with 50% marks

INTRODUCTION

The MS Data Science at TUF is a two-year professional degree that turns students into experts at handling "Big Data." In this program, you learn how to use advanced mathematics and computer algorithms to predict future trends and solve complex industrial problems. It is designed for those who want to lead the digital transformation in business, science, and government sectors.

WHY CHOOSE MS DATA SCIENCE?

Choosing this master’s program at TUF allows you to work at the intersection of high-level statistics and modern artificial intelligence.

  • Access to specialized data labs with powerful servers for processing massive datasets.
  • Learning from senior researchers who specialize in predictive modeling and deep learning.
  • A curriculum that focuses on the latest tools like Python, R, Spark, and Cloud Analytics.
  • Practical exposure through collaboration with local industries for data-driven projects.
  • Supportive research environment that encourages the publication of original data models.

OBJECTIVES

  • Mastering the techniques of extracting valuable patterns from messy and complex information.
  • Building advanced predictive models to help organizations make smarter future decisions.
  • Investigating new research methods to solve unique challenges in data mining.
  • Developing leadership skills to manage large-scale data projects in the corporate world.
  • Polishing the ability to present data findings through clear and impactful visualization.

CAREER SCOPE AND OPPORTUNITIES

Graduates of MS Data Science have strong career prospects in multiple sectors, including technology, finance, healthcare, marketing, and research. Possible roles include:

  • Principal Data Scientist
  • Machine Learning Architect
  • Senior Business Intelligence (BI) Consultant
  • Big Data Solutions Engineer
  • Lead Data Analyst in Finance or Healthcare

PRACTICAL TRAINING, INTERNSHIPS & RESEARCH EXPOSURE

  • Writing a comprehensive research thesis focused on solving a real-world data problem.
  • Hands-on practice with advanced AI frameworks and large-scale data modeling tools.
  • Participating in data-hackathons and research seminars to refine analytical skills.
  • Working on industry-based case studies to understand the business side of data science.

Semester 1

Course Code Course Title Credit Hours
DS-711 Statistical and Mathematical Methods for Data Science 3(3+0)
DS-712 Tools and Techniques in Data Science 3(2+1)
DS-713 Data Visualization 3(3+0)
  Credit Hours 9

Semester 2

Course Code Course Title Credit Hours
DS-721 Machine Learning 3(3+0)
DS-722 Big Data Analytics 3(3+0)
DS-723 Deep Learning 3(3+0)
  Credit Hours 9

Semester 3

Course Code Course Title Credit Hours
DS-731 MS Thesis-I 3(0+3)
DS-732 Social Network Analysis 3(3+0)
  Credit Hours 6

Semester 4

Course Code Course Title Credit Hours
DS-741 MS Thesis-II 3(0+3)
DS-742 Time Series Analysis and Prediction 3(3+0)
  Credit Hours 6
Total Credit Hours 30

What is MS Data Science at TUF?
A 2-year master’s program that teaches advanced data analysis, visualization, and AI techniques for real-world applications.
Who can apply for MS Data Science?
Students with BS degrees in Computer Science, IT, Software Engineering, or equivalent qualifications.
What skills will I learn in this program?
Data analysis, visualization, machine learning, big data management, and AI-driven analytics.
What jobs are available after MS Data Science?
Graduates can work as data scientists, analysts, machine learning engineers, or business intelligence experts.
Why choose TUF for MS Data Science?
TUF provides modern labs, expert faculty, hands-on project experience, and training aligned with industry demands.

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ADMISSIONS

OPEN 2025