About the Programme
M. Tech CSE Data Science is a two-year post-graduate programme with an objective to impart knowledge on techniques and theories related to data science which includes statistics, data mining, data warehousing and data visualisation. The programme enables students to apply the knowledge of computing techniques and tools in the field of Big Data for solving real world problems encountered in various industries.
This programme is useful for students who wish to develop and utilise their skills to achieve a thorough knowledge of data science and engineering. Some of these are the ability to aggregate interpret and manage a large amount of heterogeneous data resources independent of the hardware and software resources. The programme consists of the modules to be learnt as compulsory electives along with core subjects of computer science and engineering. Few of them include:
- Data Acquisition and Production
- Machine Learning.
- Mathematical and statistical Techniques in Computer science
- Soft Computing Techniques
- Analysis and Design of algorithm.
- Image and Video Analysis
- Massive and Graphic Analysis
- Machine Learning
- Advanced Web Analytics
- Deep Learning and Web
- Bioinformatics
- Health Care and Analytics