B.E in Computer Science & Engineering (Data Science)

Engineering Innovation Through Data Intelligence

Program Overview

The Computer Science & Engineering (Data Science) specialization is thoughtfully conceived to prepare future technologists to harness the transformative power of data. Rooted in rigorous computational principles and advanced analytical methodologies, the program enables students to derive meaningful intelligence from large and complex datasets through statistical modelling, machine learning, and modern data technologies.

Guided by a carefully designed and industry-relevant curriculum, learners engage with contemporary analytics platforms, advanced visualization environments, and predictive modelling frameworks. Emphasizing both intellectual depth and practical application, the program nurtures the ability to interpret data with clarity, uncover valuable insights, and develop intelligent, data-driven solutions that shape innovation across an increasingly digital world.

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Program Outcomes

Graduates of the CSE – Data Science program will acquire the analytical, technical, and collaborative competencies required to derive meaningful insights from data. Upon completion of the program, students will be able to:

  • Employ statistical and computational techniques to analyze datasets with accuracy.
  • Develop predictive models using machine learning and data mining methodologies.
  • Design interactive data visualization systems.
  • Process and manage structured and unstructured data.
  • Utilize modern data science tools, platforms, and frameworks.
  • Collaborate effectively within multidisciplinary teams to solve data-driven industry problems.

Program Structure

Year 1 – Engineering Foundations

Students build strong foundations in mathematics, science, and programming.

Subjects include:

  • Engineering Mathematics
  • Engineering Physics /Chemistry
  • Programming for Problem Solving
  • Basic Electrical Engineering
  • Engineering Graphics
  • Environmental Studies
Year 2 – Core Computer Science

Students develop core computing skills essential for data science.

Key subjects include:

  • Data Structures and Applications
  • Discrete Mathematics
  • Object-Oriented Programming
  • Computer Organization
  • Database Management Systems

Laboratories help students implement algorithms and database systems.

Year 3 – Data Science Specialization

Students begin specialization in analytics and data technologies.

Subjects typically include:

  • Probability and Statistics for Data Science
  • Data Analytics
  • Data Mining
  • Machine Learning
  • Big Data Technologies

Students also work on mini projects involving real datasets.

Year 4 – Advanced Data Science Applications

The final year focuses on real-world applications and research.

Students study:

  • Data Visualization
  • Business Intelligence Systems
  • Advanced Machine Learning
  • Professional Electives

Students complete:

  • Industry Internship
  • Capstone Data Science Project
  • Technical Seminar

Career Outcomes

CSE – Data Science graduates develop expertise in analytics, machine learning, and data-driven decision-making, for impactful careers in the modern data and technology ecosystem.

Career pathways include roles such as:

  • Data Scientist
  • Data Analyst
  • Business Intelligence Engineer
  • Analytics Consultant
  • Machine Learning Engineer

Industries:
Key industries employing data science graduates include technology and software companies, finance and fintech organizations, healthcare and medical analytics, and e-commerce and digital platforms.

FAQs

Students learn tools such as Python, R, SQL, and modern analytics platforms for data processing and visualization.

Yes. Machine learning is a core component of the data science specialization.

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