Fundamentals of Artificial Intelligence

Overview

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Go under the hood of AI — neural networks, real-world applications & more. Designed by UNSW experts.

This introductory course explains artificial intelligence concepts, historical developments, intelligent behavior, reasoning, major AI techniques, ethical considerations, and AI’s impact on work.

Syllabus

Understanding AI Dimensions
Define artificial intelligence and the different dimensions of artificial intelligence
Describe the different developments in the history of artificial intelligence
Describe what constitutes an intelligent behavior
How inferences processes are formalized in artificial intelligence
The concept of rational thoughts
Differentiate between weak and strong artificial intelligence
Differentiate between artificial intelligence and conventional computational paradigms
Artificial Intelligence techniques and production systems
Machine Learning, Deep Learning, and NLP
The impact of AI on the job market
How to prepare for the ‘AI Revolution’
Discuss the ethical considerations of AI
Identify current and future trends in AI and work