How Math Shaped the AI by Axiom Publisher (.ePUB)+
File Size: 10 MB
How Math Shaped the AI: How Mathematics Influenced the Creation and Development of Artificial Intelligence by Axiom Publisher
Requirements: .ePUB, .PDF, .MOBI reader, 10 MB
Overview: Discover How Mathematics Powers the World of AI! Are you fascinated by the science behind AI? Do you want to understand the mathematics driving today’s most innovative technologies? “How Math Shaped the AI” provides the step-by-step guidance you need to unravel the mathematical principles behind Artificial Intelligence and Machine Learning. Mathematics’ profound influence on AI concepts is not just about supplying the tools and language for development and exploration but also in offering a systematic framework for understanding the complexity and diversity of Artificial Intelligence systems. By delving into specific mathematical concepts such as optimization and statistical inference, one can observe how these methodologies refine and direct AI research towards more efficient and capable systems. Through optimization, AI systems are tuned to perform at their peak, addressing the challenges of resource allocation, system design, and operational efficiency. This mathematical concept, deeply rooted in calculus and linear algebra, informs the development of algorithms that can find the best solutions from a vast search space, a capability fundamental to Machine Learning models, especially in Deep Learning and Reinforcement Learning.
Genre: Non-Fiction > Tech & Devices
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