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Learn the foundational mathematics behind Artificial Intelligence in this beginner-friendly 54-minute webinar that breaks down complex concepts into digestible explanations. Master essential mathematical components including linear algebra, calculus, probability, and statistics while understanding their practical applications in AI systems. Progress through key topics like plotting data, understanding gradients, calculating derivatives, implementing gradient descent, working with vectors and matrices, and exploring word embeddings for semantic relationships. Gain practical insights into how mathematical concepts translate into real-world AI applications, from pattern recognition to model optimization. Build confidence in approaching AI concepts through clear explanations of mathematical fundamentals, even without an advanced math background. The comprehensive curriculum covers everything from basic principles to advanced applications, including hands-on examples of transforming text into numerical representations and understanding how AI models leverage these mathematical foundations for intelligent decision-making.
