M. Tech. in Computer Science & Engineering- Data Science (Part-time)
Data science has been in the forefront providing techniques to handle the flood of big data generated across the world. Statisticians and Computer Scientists together are developing the skill set required to collect, process and extract meaningful information from large and diverse data sets. Data visualization allows a way to understand the big data. Data scientists are required by every industry, government organization, and Internet start-ups to financial institutions to handle big data projects at every level.
Estimation by McKinsey and other agencies has reveled that by 2018, there is requirement for more than 2 million data scientists and 1.5 million managers and analysts who understand how to use big data to make decisions.
This post-graduate programme, which specializes in Data Science along with core Computer Science & Engineering is aimed at enhancing the skill set of engineers to be data scientists. The programme also has adjunct faculty members from industry to share real time case studies.
Some of the industries employing data scientists include:
- Computer Software
- IT and Services
DURATION OF THE COURSE: 3 years (Weekend-only Program)
- Computer Science and Engineering
- Information Technology
- Electronics and Communication Engineering
- Electrical and Electronics Engineering
- Electronics & Instrumentation Engineering
- MCA / M. Sc. in Computer Science / Software Engineering
|Mathematical Foundations for Computer Science||Object Oriented Design||Data Compression|
|Introduction to Machine Learning||High Performance Computing||Distributed Operating Systems|
|Parallel Computer Organisation||Parallel and Distributed Computing||Mining for Big Data|
|Data Mining||Cloud Computing||Video Analytics|
|Advanced Databases||Data Security||Modeling and Simulation|
|Advanced Algorithms and Analysis||Functional Genomics/Bio Informatics||Internet of Things|
|Data Analytics||Storage Management||Financial Analytics|
|Computational Intelligence||Information Retrieval||Evolutionary Algorithms|
|Data Visualization||Business Intelligence||Wireless Sensor Networks|
|Natural Language Processing|
For all non-CSE background students a bridge course to be offered for first 3 weeks.
- Computer Programming
- Data Structures & Algorithms
- Database Management Systems