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Entry Level Artificial Intelligence Course
Learn the basics of artificial intelligence, including machine learning, neural networks, and natural language processing.
China’s Ethnic Groups: Pluralism and Assimilation
Explore the diverse ethnic groups of China, their cultures, and the dynamics of pluralism and assimilation
PolyU | Artificial Intelligence Concepts
This comprehensive course provides a rigorous yet accessible introduction to Artificial Intelligence, designed for postgraduate students and professionals. Bridging the gap between historical foundations and cutting-edge innovations, the curriculum progresses from symbolic AI and search algorithms to modern Deep Learning and Generative AI. Students will explore essential topics such as knowledge representation, probabilistic reasoning, and classical machine learning before diving deep into neural networks, Transformers, and Large Language Models (LLMs). Emphasizing both theory and practice, the course utilizes Python and industry-standard frameworks like PyTorch to implement algorithms, interact with modern APIs, and address critical issues in AI ethics and safety.
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