1 Table of Contents: “... -- Classification Using Naive Bayes; Understanding Naive Bayes; Basic concepts of Bayesian methods; Understanding...”

2 Table of Contents: “...Front Cover; Contents; List of Figures; List of Tables; Preface; Foreword; List of Contributors; 1...”

3 Table of Contents: “...) Approach; 2.5.2 Lady Tasting Tea; 2.5.3 Bayes Theorem; 2.5.4 Main Principles of the Bayesian Approach; 2.6...”

4 Table of Contents: “... (Sergei Demidov) -- 1763 Thomas Bayes and Richard Price, paper on probability theory (Andrew Dale) -- 1788...”

5 Table of Contents: “... distribution -- A.25. Distribution of the correlation coefficient -- Appendix B Tables -- B.1. Percentage...”

6 Table of Contents: “...-Blackwellized Particle Filter 152 -- 9.8 Deep Variational Bayes Filter 158 -- 9.9 Kalman Variational Autoencoder...”

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9 Table of Contents: “... and the Bayes' Theorem -- 1.7.2.Tree Diagram -- 1.8.Independent Events -- 1.9.Combined Experiments -- 1.10.Basic...”