This course provides
a comprehensive definition of “Big Data” and the machine learning approaches
for managing and processing them. With storage and computational power getting
significantly cheaper and faster, big data sets are increasingly available and
the need for machine learning approaches for handling big data becomes more
significant. In this course, big data harvesting and manipulating methods,
supervised and unsupervised machine learning techniques (especially artificial
neural network), text data analysis and cloud computing are covered. By
completion of this course, students will gain the ability to harvest big data
from the web and process them by using supervised and unsupervised neural
networks.