Artificial Intelligence for Beginners
Discover AI with our 12-week, 24-lesson beginner-friendly curriculum, featuring tools like TensorFlow, PyTorch, ethics, practical lessons, quizzes, and labs!
Artificial Intelligence for Beginners is a 12-week, 24-lesson beginner-friendly curriculum featuring practical lessons, quizzes, and labs. It introduces various AI approaches, including the symbolic "good old-fashioned AI" (GOFAI) with knowledge representation and reasoning, as well as Neural Networks and Deep Learning, the foundation of modern AI. Concepts are demonstrated using TensorFlow and PyTorch. The course also explores neural architectures for processing images and text, covering recent models, though not state-of-the-art. Additionally, it delves into less common AI techniques like Genetic Algorithms and Multi-Agent Systems. Ethics in AI is also included to provide a comprehensive understanding of the field.
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