Have a personal or library account? Click to login
Before Machine Learning Volume 3 - Probability and Statistics for A.I  Cover

Before Machine Learning Volume 3 - Probability and Statistics for A.I 

Master Probability, Statistics, and Their Role in AI's Future Evolution

Paid access
|Sep 2025
Product purchase options

Table of Contents

  1. Why Probability and Statistics?
  2. The Event: The Gem of a Plan
  3. Probability and Theory: Partners in Decoding Uncertainty
  4. The Evidence Update Machine: Bayes
  5. Just Tell Me About Yesterday: Insights from Markov Models
  6. Structured Uncertainty: Hierarchical Bayesian Models
PDF ISBN: 978-1-83702-858-0
Publisher: Packt Publishing Limited
Copyright owner: © 2025 Packt Publishing Limited
Publication date: 2025
Language: English
Pages: 385