Books

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Information Theory in 80 Pages

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Bayes' Rule

A tutorial introduction to Bayesian analysis

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Information Theory

A tutorial introduction

Second Edition

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Bayes' Rule

A tutorial introduction to Bayesian analysis

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Linear Regression

A tutorial introduction to the mathematics of regression analysis

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Linear Regression with Matlab

A tutorial introduction to the mathematics of regression analysis

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Linear Regression with Python

A tutorial introduction to the mathematics of regression analysis

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The Fourier Transform

A tutorial introduction

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The Quantum Menagerie

A tutorial introduction to the mathematics of quantum mechanics

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A Brief Guide to Artificial Intelligence

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Artificial Intelligence Engines

A tutorial introduction to the mathematics of deep learning

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Principles of Neural Information Theory

Computational neuroscience and metabolic efficiency

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Bayes' Rule with MatLab

A tutorial introduction to Bayesian analysis

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Bayes' Rule with Python

A tutorial introduction to Bayesian analysis

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Bayes' Rule with R

A tutorial introduction to Bayesian analysis

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Independent Component Analysis

A tutorial introduction

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Seeing

The computational approach to biological vision (second edition)

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Vision and Brain

How we perceive the world

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