Invited talk at NCCIT & IC2IT 2017, 6-7 July 2017
Prabhas Chongstitvatana
Chulalongkorn University
One of the most powerful technique to create artificial intelligence is
Machine Learning. Recently, there are several achievements by
Machine Learning that compete with human experts successfully. With
these encouragements, a lot of interest and investment have been poured
into this field with promising results. In this talk, I will explain
the basic technique of Machine Learning, especially Deep Learning and
Convolutional Neural Network. This form of Machine Learning can
digest huge amount of data and creates mathematical models that can be
used to perform classification and prediction tasks. The application
for this ability to learn from large data has been exploit in many
projects. I will illustrate a number of examples and discuss the
current trend.