# Theory of Information and its Value

English | EPUB | 2020 | 431 Pages | ISBN : 3030228320 | 23.62 MB

This English version of Ruslan L. Stratonovich's Theory of Information (1975) builds on theory and provides methods, techniques, and concepts toward utilizing critical applications. Unifying theories of information, optimization, and statistical physics, the value of information theory has gained recognition in data science, machine learning, and artificial intelligence.

With the emergence of a data-driven economy, progress in machine learning, artificial intelligence algorithms, and increased computational resources, the need for comprehending information is essential. This book is even more relevant today than when it was first published in 1975. It extends the classic work of R.L. Stratonovich, one of the original developers of the symmetrized version of stochastic calculus and filtering theory, to name just two topics.

Each chapter begins with basic, fundamental ideas, supported by clear examples; the material then advances to great detail and depth. The reader is not required to be familiar with the more difficult and specific material. Rather, the treasure trove of examples of stochastic processes and problems makes this book accessible to a wide readership of researchers, postgraduates, and undergraduate students in mathematics, engineering, physics and computer science who are specializing in information theory, data analysis, or machine learning.**Download:**

http://longfiles.com/5mjq8zkxc845/Theory_of_Information_and_its_Value.epub.html

**[Fast Download] Theory of Information and its Value**

**Related eBooks:**

Machine Ethics

Attacking Probability and Statistics Problems (Dover Books on Mathematics)

Mathematical Modelling and Optimization of Engineering Problems

Elementary Probability for Applications

Mathematics Teaching, Learning and Liberation in the Lives of Black Children

Automated Software Testing

Group Theory from a Geometrical Viewpoint

Frontiers in Statistics

Handbook of Numerical Analysis Vol. 1,2,4,9

Monomial Ideals

Brook Taylor's Work on Linear Perspective: A Study of Taylor's Role in the History of Perspective Ge

Statistical Analysis with Missing Data, Third Edition

**Copyright Disclaimer:**

This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.

**Categories**

Astronomy and Cosmology | Physics |

Philosophy | Medicine |

Mathematics |
DSP |

Cryptography | Chemistry |

Biology and Genetics | Psychology and Behavior |

**Popular eBooks**

Time Series with Python(3110)

Explainable AI: Interpreting, Explaining a(2973)

Practical Data Science with Python 3: Synt(2878)

Bayesian Statistics the Fun Way: Understan(2586)

Essential Math for Data Science [Early Rel(2313)

Statistics: Unlocking the Power of Data, 2(2149)

Game Theory: The Art of Thinking Strategic(2124)

Proof!: How the World Became Geometrical(2029)

Linear Algebra with Applications, Second (1964)

Times Tables Made Easy: Hints, Tips, and T(1963)

College Algebra and Trigonometry, 7th Edi(1852)

Get Your Head Around: Basic Calculus I(1761)

Calculus I: Differentiation and Integratio(1739)

Robotic Building(1690)