# krainaksiazek understanding coding with scratch 20169414

- znaleziono 3 produkty w 1 sklepie

### Understanding and Implementing the Finite Element Method Society for Industrial and Applied Mathematics

**Książki / Literatura obcojęzyczna**

The finite element method is the most powerful general-purpose technique for computing accurate solutions to partial differential equations. This book contains a thorough derivation of the finite element equations as well as sections on programming the necessary calculations, solving the finite element equations, and using a posteriori error estimates to produce validated solutions. Accessible introductions to advanced topics, such as multigrid solvers, the hierarchical basis conjugate gradient method, and adaptive mesh generation, are provided. Each chapter ends with exercises to help readers master these topics. The book is practical in nature. It includes a carefully documented collection of MATLAB programs implementing the ideas presented. Readers will benefit from a detailed explanation of data structures and specific coding strategies and will learn how to write a finite element code from scratch. Students can use the MATLAB codes to experiment with the method and extend them in various ways.

Sklep: Libristo.pl

### Machine Learning Projects for .NET Developers Springer, Berlin

**Książki / Literatura obcojęzyczna**

Software that learns from experience can improve far beyond what a single developer, or even a large team, can write into its code. This is machine learning and it's already influencing a huge range of industries, from advertising to finance, medicine and the most cutting edge scientific research. Machine Learning Projects for .NET Developers is your practical and accessible introduction to this exciting area of software development.§The book emphasizes a functional style of coding that promotes bug-free, reusable code that can be easily parallelized for scalable performance. You'll code each project in the familiar setting of a C sharp application, while the machine learning logic uses F sharp, a language ideally suited to machine learning applications and the logical choice for machine learning in .NET. If you're new to F sharp, this book will give you everything you need to get started. If you're already familiar with F sharp, this is your chance to put the language into action in an exciting new context, discover new techniques, and find out how seamlessly it can integrate with your C sharp applications.§In a series of fascinating projects, you'll learn how to:§Build an optical character recognition (OCR) system from scratch §Code a spam filter that learns by example §Use F sharp's powerful type providers to interface seamlessly with external resources (in this case, useful data analysis tools from the R programming language) §Clean up incomplete data and use it to make accurate predictions§Build a smart recommendation engine §Find patterns in data when you don't know what you're looking for §Predict numerical values using regression models §Accurately spot trends and anomalies§Along the way, you'll have fun hacking at data, learn fundamental ideas that can be applied in a broad range of real-world contexts, and discover new ways to simplify and approach real-world coding challenges. With Machine Learning Projects for .NET Developers , you'll expand your skill set as a .NET developer, gain a new understanding of data, and have fun working on challenging, mind-expanding problems!§

Sklep: Libristo.pl

### Linear Algebra Birkhäuser

**Książki / Literatura obcojęzyczna**

Linear algebra is one of the most important branches of mathematics - important because of its many applications to other areas of mathematics, and important because it contains a wealth of ideas and results which are basic to pure mathematics. This book gives an introduction to linear algebra, and develops and proves its fundamental properties and theorems taking a pure mathematical approach - linear algebra contains some fine pure mathematics. Main topics: - vector spaces and algebras, dimension, linear maps, direct sums, and (briefly) exact sequences - matrices and their connections with linear maps, determinants (properties proved using some elementary group theory), and linear equations - Cayley-Hamilton and Jordan theorems leading to the spectrum of a linear map - this provides a geometric-type description of these maps - Hermitian and inner product spaces introducing some metric properties (distance, perpendicularity etc.) into the theory, also unitary and orthogonal maps and matrices - applications to finite fields, mathematical coding theory, finite matrix groups, the geometry of quadratic forms, quaternions and Cayley numbers, and some basic group representation theory A large number of examples, exercises and problems are provided. Answers and/or sketch solutions to all of the problems are given in an appendix. Some of these are theoretical and some numerical, both types are important. No particular computer algebra package is discussed but a number of the exercises are intended to be solved using one of these packages chosen by the reader.The approach is pure-mathematical, and the intended readership is undergraduate mathematicians, also anyone who requires a more than basic understanding of the subject. This book will be most useful for a "second course" in linear algebra, that is for students that have seen some elementary matrix algebra. But as all terms are defined from scratch, the book can be used for a "first course" for more advanced students.

Sklep: Libristo.pl

Sklepy zlokalizowane w miastach: Warszawa, Kraków, Łódź, Wrocław, Poznań, Gdańsk, Szczecin, Bydgoszcz, Lublin, Katowice

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