Course Details

Title AI Basics
Field of Study Engineering
Professor hanyang (summerschool@hanyang.ac.kr)
Type Academic course
Credits 3
Contact hours 45
Schedule Morning
Course code ISS1164
Course number 18130
Description The OECD defines an Artificial Intelligence (AI) System as a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments (https://legalinstruments.oecd.org/en/instruments/OECD-LEGAL-0449), This class introduces artificial intelligence (AI) and discusses its application to practical problems. Since AI covers machine learning and deep learning as the above figure illustrates, we will cover them as well.
Objective This course emphasizes the various computational and mathematical models to apply artificial intelligence to practical problems, such as optimization, application design, textual analysis, portfolio analytics, quantitative risk modeling, time series analysis, cross-sectional analysis, etc. Students will learn and use python for their projects. Students are expected to come up with their own ideas for their projects.
Preparations N/A
Materials AI basics_Hyoung-goo Kang
Evaluation
Lesson Plan
Last Updated April 12, 2022
Print
Go to Top