B.Tech CSE (Specialization in Data Analytics)



The specialisation in Data Analytics prepares students with the skills to perform intelligent data analysis which is a key component in numerous real world applications. This course aims at providing not only the core technologies such as data warehousing, data mining and data modelling but also gives intensive inputs in areas of machine learning and big data analytics. This course is oriented to provide the ever-changing demands of the industry. Data Analysis experts are among the most sought-after skilled professionals in IT sector. By studying this course, the students will have an opportunity to learn principles, tools and techniques to model various real world problems, analyse them, and discover useful information. Further, they are encouraged to propose solutions that support decision-making using suitable data visualization techniques. The major focus of this program is to equip students with programming and statistical skills, mathematical reasoning, machine learning, knowledge discovery, and visualization skills.


Duration: 4 years

Curriculum and Syllabus


Few subjects offered under the specialization are as follows:

  • Big Data Analytics
  • Data Science
  • Data Visualization
  • Information Security
  • Data warehouse and Mining
  • Machine Learning
  • Web analytics and Development

Career Prospects

  • Business Analyst
  • Data Analyst
  • Intelligence Analyst
  • Data Manager
  • Information Security Analyst
  • Risk Analyst


Infrastructure

The IBM Big Data Software Centre of Excellence is an initiative with a vision to enable the students and faculty in higher education to gain the relevant skills in Big Data Analytics, experiential learning and to make them adept with latest Big Data technology and tools. Karunya Institute of Technology and Sciences signed an MoU with IBM India Pvt Ltd on August 2015. The objective of this collaboration is to have a number of students graduating from the institution skilled in industry requirements, using best-in-class IBM Software in Big Data Analytics. Researchers in this center, including faculty and scholars are involved in research projects on Bio-medical text mining, Analytics in surveillance videos, Data Analytics on Social Media data, Drug Analysis, Predictive Analytics for cancer, fraudulent data Analytics, and traffic data analytics.