Data Analytics
The aim of this course to give a comprehensive idea on the techniques and algorithms that are widely used in the data analytics.
PATTERN RECOGNITION
This course gives basic to Machine Learning perspective through pattern recognition techniques. The course will go through the abstract of patterns and its representations, different algorithms in pattern recognition, Different methodologies using Pattern Recognition like Feature extraction, Feature selection, classification, clustering, etc., and walk through to an application using Pattern Recognition in Hand-Written Digit Recognition.
Intelligent Data Mining -Time series, Sequence, Social Network and Text Data Analysis
This course gives an overall idea of the methods and techniques used to analyse the data that belongs to some special category - time series, sequence, Social Network and Text.