Introduction to AI and Deep Learning Basics

Hanyang University

Course Description

  • Course Name

    Introduction to AI and Deep Learning Basics

  • Host University

    Hanyang University

  • Location

    Seoul, South Korea

  • Area of Study

    Computer Engineering

  • Language Level

    Taught In English

    Hours & Credits

  • Credits

    3
  • Recommended U.S. Semester Credits
    3
  • Recommended U.S. Quarter Units
    0
  • Overview

    Description

    This course provides an introduction to the fundamental problems of artificial
    intelligence and basic deep learning models used in tackling following topics:
    1. AI agents and (un)informed searching algorithms
    2. Machine learning techniques
    3. Deep learning basics (NN, CNN, and etc.)
    4. Possible group projects (in-class presentation) and take-home exam
    The course outline is tentative for now. There will be some changes during the
    course.

    Objective

    This course is designed to introduce the field of artificial intelligence and basic
    deep learning techniques. Sample codes and hands-on experience will help the
    student understand the theories behind the popular AI/ML techniques in practice.
    Although this course is designed for all majors, there are some materials in
    program languages and a little bit of math. Yet our goal is to give a friendly
    introduction to all students in general.

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