Big Data Analysis (BDA)

dept_big-data-analytics

 

Welcome

This TCS initiative has made remarkable strides in shaping the talent capability aligned to data analysis, business requirements and to accrue seamless mutual benefits for the world of academics as well as for industry. The objective of this course is to contribute to overall development of the student community in order to enhance quality and consistency of talent supply by channelizing practical industry knowledge to the classroom. The course has gained a great admiration and reverence from academia, students and various stake holders across locations in the country. Padma Shri Dr. Bimal Roy, former Director, Indian Statistical Institute has developed the curriculum for Big Data Analytics.

Salient Features:
Total intake capacity: 30 seats
Duration: 2 years (4 semesters)
Eligibility: Degree in Economics, Mathematics, Statistics, Computer Sciences?
Fee structure: Rs. 40,000/ semester?

Course content:
SEMESTER – I
Statistical Methods, Probability & Stochastic Process, Linear Algebra & Linear Programming, Computing for Data Sciences, Database Management

SEMESTER – II
Foundations of Data Science, Advance Statistical Methods, Machine Learning I, Datamining, Elective courses: Multivariate Statistics, Operations Research

SEMESTER – III
Modelling in Operations Management, Enabling Technologies for Data Science, Value Thinking
Elective courses: Introduction to Econometrics & Finance, Machine Learning II, Time series Analysis & Forecasting, Bio informatics

SEMESTER – IV
Internship based project.

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