Engineering - Course - Introduction to Artificial Intelligence and Machine Learning

  • Course Code: COMP364
  • Credits: 3
  • Hours Distribution: (3Crs.: 2Lec, 2Lab)
  • Course Type: Computer Engineering Core Courses (CECC)

Course Description

Introduction to AI and Machine Learning. Supervised and unsupervised learning. Rule-based, Goal-based Agents vs intelligent systems. Data Analytics and Knowledge representation and reasoning. Linear Algebra for AI. Introduction to regression algorithms. Introduction to neural networks. Design of Shallow neural nets. Implementation of various AI and machine learning Algorithms. Pre-req.: COMP 215