Resources
Software Tools
5MATLAB
is used for a range of applications, including video, image and audio signal processing, modeling of data, etc.
Python (together with NLTK)
is used principally for natural language processing and subsequent information retrieval/ data mining.
R is used for statistical analysis of data (or generating synthetic data).
R is used for statistical analysis of data (or generating synthetic data).
Free and open source toolboxes for classifiers
Free and open source toolboxes for classifiers such as support vector machines, artificial neural networks, etc. are used on a need-based basis.
User interface design using various web technologies
are used for projects that require significant user-interaction or an elaborate user interface.
Technologies
4
Pattern recognition
Image and video processing and analysis
Natural language processing
Data Mining