Computational Optimal Transport: With Applications to Data Science, Paperback - Gabriel Peyre

Reducere. DescriptionThe goal of Optimal Transport (OT) is to define geometric tools that are useful to compare probability distributions. Their use dates ba...

Aimed at graduate students, this textbook examines the importance of data analysis to understanding biological, physical, and chemical systems, and...

Bridging the gap between novice and expert, the aim of this book is to present in a self-contained way a number of striking examples of current dio...

"Life on earth is filled with many mysteries, but perhaps the most challenging of these is the nature of Intelligence." - Prof. Terrence J. Sejnows...

Reducere. Learn approaches of computational thinking and the art of designing algorithms. Most of the algorithms you will see in this book are used in almost...

The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and th...

Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

Publisher: Elsevier Science & TechnologyAuthor(s): William (Professor, Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY, USA)...

Reducere. When this classic text was first published in 1935, it fulfilled the goal of its authors "to produce a textbook of practical quantum mechanics for ...

Dynamic Models for Volatility and Heavy Tails: With Applications to Financial and Economic Time Series - Andrew C. Harvey

Reducere. This book presents, in a concise and direct manner, the appropriate mathematical formalism and fundamentals of differential topology and differenti...

Computational geometry emerged from the ?eld of algorithms design and analysis in the late 1970s. It has grown into a recognized discipline with it...

The theory of semigroups of operators is a topic with great intellectual beauty and wide-ranging applications. This graduate-level introduction pre...

This textbook provides a gentle introduction to intersection homology and perverse sheaves, where concrete examples and geometric applications moti...

Reducere. For introductory-level Python programming and/or data-science courses. A groundbreaking, flexible approach to computer science and data science The...

Publisher: Pearson Education LimitedAuthor(s): Paul DeitelNumber of pages: 880Publication date: 2021Dimensions: 179 x 231 x 35Cover type: Paperback...

DescriptionEver since the Irish mathematician William Rowan Hamilton introduced quaternions in the nineteenth century--a feat he celebrated by carv...

Contains introduction to the principles of liquid-state theory. This title presents the modern, molecular theory of the structural, thermodynamic i...

Reducere. DescriptionLeverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packa...

Schaum's Outlines present all the essential course information in an easy-to-follow, topic-by-topic format. You also get hundreds of examples, solv...

Reducere. If you want to learn about data science and big data, then keep reading... Two manuscripts in one book: Data Science: What You Need to Know About D...

An introduction to the fascinating subject of quantum mechanics. Almost entirely algebra-based, this book is accessible to those with only a high s...

Publisher: Pearson Education LimitedAuthor(s): Arthur SniderNumber of pages: 520Publication date: 2013Dimensions: 275 x 218 x 18Cover type: Paperba...

Reducere. In a world dominated by uncertainty, modeling and understanding the optimal behavior of agents is of the utmost importance. Many problems in econom...

This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data science, as well as resear...

Publisher: Taylor & Francis LtdIllustration(s): 150 Illustrations, black and whiteNumber of pages: 344Publication date: 2021Dimensions: 155 x 236 x...

Based on a course taught by the author, this book combines theoretical underpinnings of statistics with practical analysis of Earth sciences data u...

DescriptionHigh-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to ...

This book presents futuristic trends in computational intelligence including algorithms used in different application domains in health informatics...

This book concentrates on the sustainable applications of the Blockchain Technology across multiple latest computational knowledge domains. It will...

An accessible and clearly-written introduction to chaos and nonlinear systems, with plenty of examples, illustrations and applications to science a...

Reducere. Geared toward advanced undergraduate and graduate engineering students, this text introduces the theory and applications of optimal control. It ser...

This book introduces the field of data science in a practical and accessible manner, using a hands-on approach that assumes no prior knowledge of t...

This textbook for undergraduate mathematics, science, and engineering students introduces the theory and applications of discrete Fourier and wavel...

Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, t...

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. Bu...

Reducere. Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

Explore the most serious prevalent ethical issues in data science with this insightful new resource The increasing popularity of data science has r...

Reducere. There are many books that are excellent sources of knowledge about individual stastical tools (survival models, general linear models, etc.), but t...

The common experience in solving control problems shows that optimal control as a function of time proves to be piecewise analytic, having a finite...

Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

Reducere. A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastruc...