Before Machine Learning Volume 3 by Jorge Brasil (.ePUB)

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File Size: 17.9 MB

Before Machine Learning Volume 3 – Probability and Statistics for A.I: The fundamental mathematics for Data Science by Jorge Brasil
Requirements: .ePUB reader, 17.9 MB
Overview: What happens when the world’s greatest diamond heist meets the world of probability and statistics? In this captivating and conversational guide, the 2003 Antwerp Diamond Heist serves as a rich backdrop to explain the core concepts of probability and statistics for Artificial Intelligence (AI). Through the lens of the heist, we’ll explore the deeper workings of Bayesian statistics, Markov Chains, and other powerful techniques, all while uncovering how these ideas apply to modern AI. Machine Learning is fundamentally about vast, complex, and often messy data. To transform this raw data into actionable insights, we must navigate uncertainty, discern patterns, and make informed predictions. This is where probability and statistics become crucial. They provide the mathematical foundation for making sense of data, allowing us to draw meaningful, reliable conclusions.
Genre: Non-Fiction > Tech & Devices

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