Data driven models and machine learning revolution is increasingly having a significant impact on computational science and engineering. In particular, innovative and simpler data-driven methods based on techniques from machine learning have been emerging. These new methods could address problems known to be very challenging with traditional methods.The primary objectives of this short course are:
To bring together from different disciplines those who are interested in mathematical, computational, and applied aspects of data driven models and machine learning.
To provide a platform for face-to-face exchange of ideas, sharing experience, and promotion of data driven models and machine learning as a strategic area of research.
To raise awareness of data driven models and machine learning techniques among junior researchers and graduate students.