Apply JET – 2019

M.Tech. in Data Science

Why take this course?

The need for studying data science as a formal degree program has seen an exponential growth in the last decade. It is mostly inflamed by explosion of huge volume and variety of data generated by the use of Internet surfing, extensive penetration of online shopping, use of mobile networks, medical industry and the social media. Data Science plays a vital role in ensuring the proper decision making in the process of developing the businesses. Today data science has become an indispensable division in any business organization either in private or in government sectors. Hence, the achievement of any project of private or government sectors solely relies on analytics based decision making process done by skilled data science professionals.

What will I experience?

M. Tech in Data Science integrates learning of fundamental concepts and advanced technical aspects in Data Science. It provides a platform to understand the application of concepts through practical experiments and aims to place career in Data Science on a higher growth

This program incorporates a structured roadmap to enable students to be future ready for a career as an industry professional or continue with doctoral research

This program includes the following subject matters as core subjects along with relevant choices of subjects as electives : Statistics and Probability; Statistical Inference; Machine Learning; Big Data Analytics; Dimension Reduction; Model Validation; Data Visualization techniques and latest trends

What opportunities might it lead to?

The term "data scientist" is the trending job title in the IT field. Some of the market and career growth opportunities are listed below.

  • Chief Data Officer
  • Data Scientist
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Eligibility

B.E/B.Tech in Electronics and Communication, Electrical and Electronics or Computer Science Engineering. M.Sc in Electronics.

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Study Campus

  • JGI Global Campus
  • School of Engineering & Technology
  • NH-209, Bangalore - Kanakapura Main Road
  • Jakkasandra Post, Kanakapura Taluk
  • Ramanagara District - 562 112
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Admissions Office

  • JGI Knowledge Campus
  • # 44/4, District Fund Road
  • Jayanagar 9th Block Campus
  • Bangalore - 5600 69
  • P +91 80 46650130
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Curriculum Structure & Teaching

I Semester
  • Advances in Database management Systems
  • Discrete Mathematics and Linear Algebra
  • Statistics and Probability
  • Department Elective – 1
  • Artificial Intelligence
  • Data Warehousing and Data Mining Techniques
  • Internet of Things
  • Introduction to Cloud Computing
  • Lab - 1
  • Dimension Reduction, Model Validation and Visualization
  • Research Methodology
  • Mandatory Course-1

II Semester
  • Statistical Interface
  • Machine Learning
  • Big Data Analytics
  • Department Elective – 2
  • Recommender System
  • Predictive Analytics
  • Artificial Neural Network
  • Deep and Reinforcement Learning
  • Department Elective – 3
  • Image and Video Analytics
  • Social and Web Media Analytics
  • Pattern Recognition
  • Natural Language Processing
  • Lab – 2
  • Mini Project with Seminar
  • Mandatory Course - 2

III Semester
  • Advanced Machine Learning
  • Department Elective – 4
  • NoSQL Database
  • Big Data Analytics on Cloud
  • Data Analytics using Cassandra
  • Real Time Big Data Analytics
  • Project Phase 1/Internship

IV Semester
  • Project Work and Dissertation