Machine Learning

(4 Credits)

Machine Learning is the science of discovering algorithms from data. This is particularly useful when the algorithm for some task is too complex to be designed by a human being. Due to the availability of large amounts of data and processing power, Machine Learning techniques have been very successful in a wide variety of application areas. This course aims to give a rigorous introduction to the foundational concepts in the area along with popular algorithms and architectures.