Tagged: PDF

Gödel, Escher, Bach: An Eternal Golden Braid PDF

Gödel, Escher, Bach (PDF) is a Pulitzer Prize-winning book written by Douglas Hofstadter, first published in 1979. The book explores the nature of intelligence and creativity, focusing on the relationships between mathematics,...

Speech and Language Processing 2nd Edition PDF

Speech and Language Processing (PDF) 2nd Edition kind to completely cover language technology – at all levels And with all modern technologies. This book takes an empirical approach to the subject, based...

Deep Learning PDF

Deep Learning (PDF) offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners...

Elements of Information Theory 2nd Edition PDF

Elements of Information Theory (PDF) 2nd Edition of this fundamental textbook maintains the book’s tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics,...

Convex Optimization PDF

Convex Optimization (PDF) provides a comprehensive introduction to the subject, and shows in detail how such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex...

Statistical Inference 2nd Edition PDF

Statistical Inference (PDF) 2nd Edition builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and...

Linear Algebra and Its Applications 5th Edition PDF

Linear Algebra and Its Applications (PDF) 5th Edition written by experts in mathematics, this introduction to linear algebra covers a range of topics. These subjects include matrix algebra, vector spaces, eigenvalues and...