The postgraduate Department of Bioinformatics was instituted in 2002. From 2005-2010 the programme was supported by the Innovative Programme of the UGC, and this enabled the Department to improve its infrastructure and engage in innovative methods of teaching and research. The Master’s degree in Bioinformatics offers a strong multi-disciplinary acquaintance to develop computational methods that integrate technologies from science, statistics, and chemistry to handle and process biological data.
The Department has a well-established computer lab with a high-end server and computers with a 24x7 internet facility. Under the DST-FIST Grant-2017, the Department has procured the Schrodinger software, an inclusive platform to address the challenges in pharmaceutical research and to cater to the needs of teaching, research and industrial applications.
The Summer Internship is an integral part of the course at the end of the first year. Students intern in reputed institutions all over the country such as IGIB, RGCB, IBAB, NCBS and IISc. They are involved in the live projects of these Institutes and acquire hands-on experience in handling commercial software, as well as training in work ethics.
The Department organises International and National seminars, workshops and conferences on multitude areas of Computational Biology with the invited resource persons from reputed institutes across the country.
Adding to the accolades, our students have been selected for MS in Genomics at the University at Buffalo, University of Manchester, Leicester University, University of Cardiff, and Ph.D. in Environmental Bioinformatics, at Taichung University, Taiwan. Students have been placed in various industries like Fabgenics, CIBA-ICAR, Kyvor Genomics, Blackbuck Technologies and many more.
VISION- To be recognised as a distinctive Centre for Bioinformatics and build an informed community of purpose driven Bioinformatics professionals with social responsibility, accountability and integrity
MISSION- To provide insight for students in the field of Bioinformatics
- To prepare the students to handle Big-Data conducive to transform human health and wellness
- To empower young women in STEM by providing necessary technological skills in handling biological data, multiomics, drug discovery and clinical research
- To encourage students to start Bioinformatics start-ups and enhance entrepreneurial skills with social concern
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)
M.Sc. Bioinformatics
- Biomolecules and Biochemistry
- Essentials of Bioinformatics
- Programming in C++ and Perl
- Database Management Systems
- Molecular Biology
- Molecular Biology Practical
- Genomics and Proteomics
- Research Methodology
- Python and R Programming
- Python and R Programming Practical
- Algorithms for Bioinformatics
- Molecular Modeling & Computer-aided Drug Design
- Molecular Modeling & Computer-aided Drug Design —Practical
- Advances in Bioinformatics
- Big Data Analysis
- Advances in Bioinformatics Practical
- Dissertation
Elective Courses offered to Parent Department
- Cell Biology and Genetics
- Biomathematics and Biostatistics
- Data Mining
- Immunoinformatics
- Basics of Clinical Research Management
- Cheminformatics
- Biophysics
Elective Courses offered to Other Departments
- Introduction to Bioinformatics
- Applications of Bioinformatics
- Computer-aided Drug Design
Soft Skills
Summer Internship
Independent Elective Courses
- Pharmacogenomics
- Systems Biology