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Go under the hood of AI — neural networks, real-world applications & more. Designed by UNSW experts.
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Learn the core concepts and dimensions of artificial intelligence, starting with fundamental definitions and exploring the historical development of AI from its origins to current applications. Examine what constitutes intelligent behavior and discover how inference processes are formalized within AI systems, including the concept of rational thought processes. Distinguish between weak and strong artificial intelligence paradigms while comparing AI approaches to conventional computational methods. Explore key AI techniques including production systems, machine learning, deep learning, and natural language processing to understand how these technologies work together. Analyze the transformative impact of AI on employment markets and job displacement trends, while developing strategies to prepare for the ongoing AI revolution in various industries. Address critical ethical considerations surrounding AI development and deployment, including bias, privacy, and societal implications. Identify current trends shaping the AI landscape and examine future directions for artificial intelligence research and practical applications in the workplace and beyond.
