Название: Problems on Algorithms: A Comprehensive Exercise Book for Students in Software Engineering
Автор: Habib Izadkhah
Издательство: Springer
Год: 2022
Страниц: 519
Язык: английский
Формат: pdf (true), epub
Размер: 21.2 MB

With approximately 2500 problems, this book provides a collection of practical problems on the basic and advanced data structures, design, and analysis of algorithms. To make this book suitable for self-instruction, about one-third of the algorithms are supported by solutions, and some others are supported by hints and comments. This book is intended for students wishing to deepen their knowledge of algorithm design in an undergraduate or beginning graduate class on algorithms, for those teaching courses in this area, for use by practicing programmers who wish to hone and expand their skills, and as a self-study text for graduate students who are preparing for the qualifying examination on algorithms for a Ph.D. program in Computer Science or Computer Engineering. About all, it is a good source for exam problems for those who teach algorithms and data structure.

Название: Neural Networks, Machine Learning, and Image Processing: Mathematical Modeling and Applications
Автор: Manoj Sahni, Ritu Sahni
Издательство: CRC Press
Год: 2022
Страниц: 221
Язык: английский
Формат: pdf (true)
Размер: 16.5 MB

Mathematical modeling is a field that provides fresh insights into natural phenomena by approximating and formulating physical situations. Scientists gather real-world data relevant to a specific topic through observations or experiments and then develop mathematical models to explain and predict the behavior of the real-world object whose scientific model they created. These models are close representations of real objects, not exact replicas. Thus, it is essential to work on the development of more precise models by using various mathematical tools. Mathematical modeling becomes easier with the help of machine learning tools and neural network algorithms. Neural network algorithms, in fact, work in the same way that our brains do. We begin by observing any real-life phenomenon with our eyes or collecting data with machines such as microscopes, telescopes, and cameras, and then we process that data by hypothesizing the underlying principles hidden in the phenomenon. The neural network also receives inputs in the form of numerical data, text, images, or any type of pattern, then processes the inputs by translating those data through various algorithms, and finally generates outputs. The output was evaluated by using Simulink/MATLAB software.

Название: Random Process Analysis with R
Автор: Marco Bittelli, Roberto Olmi
Издательство: Oxford University Press
Год: 2022
Страниц: 513
Язык: английский
Формат: pdf (true)
Размер: 10.5 MB

Random process analysis (RPA) is used as a mathematical model in physics, chemistry, biology, Computer Science, information theory, economics, environmental science, and many other disciplines. Over time, it has become more and more important for the provision of computer code and data sets. This book presents the key concepts, theory, and computer code written in R, helping readers with limited initial knowledge of random processes to become confident in their understanding and application of these principles in their own research. Consistent with modern trends in university education, the authors make readers active learners with hands-on computer experiments in R code directing them through RPA methods and helping them understand the underlying logic.

Название: Statistical Modeling With R: a dual frequentist and Bayesian approach for life scientists
Автор: Pablo Inchausti
Издательство: Oxford University Press
Год: 2023
Страниц: 519
Язык: английский
Формат: pdf (true)
Размер: 36.0 MB

To date, statistics has tended to be neatly divided into two theoretical approaches or frameworks: frequentist (or classical) and Bayesian. Scientists typically choose the statistical framework to analyse their data depending on the nature and complexity of the problem, and based on their personal views and prior training on probability and uncertainty. Although textbooks and courses should reflect and anticipate this dual reality, they rarely do so. This accessible textbook explains, discusses, and applies both the frequentist and Bayesian theoretical frameworks to fit the different types of statistical models that allow an analysis of the types of data most commonly gathered by life scientists. It presents the material in an informal, approachable, and progressive manner suitable for readers with only a basic knowledge of calculus and statistics. This book will make extensive use of the R programming environment. This is an open-source (one can access and edit the code of all the R functions and save a revised version in one’s computer), interpreted (it does not require compilation to be executed) programming language environment for statistical computing and graphics.

Название: OCP Oracle Certified Professional Java SE 17 Developer Practice Tests: Exam 1Z0-829
Автор: Boyarsky J., Selikoff S.
Издательство: Sybex
Год: 2022
Страниц: 780
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Efficiently and effectively prepare for the OCP Java SE 17 certification exam. In OCP Oracle Certified Professional Java SE 17 Developer Practice Tests: Exam 1Z0-829, a team of veteran Java developers helps you gain the confidence and knowledge you need to take the Oracle Certified Professional Java SE 17 Developer exam. Hundreds of domain-by-domain questions accompany complimentary online access to bonus questions, providing you with over 1000 practice questions and answers.

Название: Asyncio и конкурентное программирование на Python
Автор: Мэтью Фаулер
Издательство: ДМК Пресс
Год: 2022
Страниц: 400
Язык: русский
Формат: pdf
Размер: 13.3 MB

Если типичную программу на стандартном Python подвергнуть слишком высокой нагрузке, то она будет работать с черепашьей скоростью. Для решения этой проблемы была разработана библиотека Asyncio, которая позволяет разбить программу на более мелкие задачи и планировать их выполнение. В итоге получающиеся приложения работают молниеносно и допускают масштабирование. В этой книге асинхронное, параллельное и конкурентное программирование рассматривается на конкретных примерах. Сложные для понимания вопросы иллюстрируются с помощью диаграмм, позволяющих наглядно представить, как работают задачи. Вы узнаете, как asyncio преодолевает ограничения Python и способствует ускорению медленных веб-серверов и микросервисов. Вы даже научитесь сочетать asyncio с традиционной многопроцессной обработкой, получив в награду резкий скачок производительности. Для программистов на Python среднего уровня. Опыт работы с конкурентностью не требуется.

Название: Sockets and Pipes : Connect with Haskell
Автор: Chris Martin, Julie Moronuki
Издательство: Leanpub
Год: 2022-09-01
Страниц: 288
Язык: английский
Формат: pdf (true)
Размер: 10.3 MB

Sockets and Pipes is not an introduction to Haskell; it is an introduction to writing software in Haskell. Using a handful of everyday Haskell libraries, this book walks through reading the HTTP specification and implementing it to create a web server. Satisfactory answer that does not assume substantial background knowledge requires spanning quite a few areas of computing. Fortunately, they all serve as fruitful motivations for simultaneously learning about how to use Haskell, which is the larger objective of the Joy of Haskell collection. The language a web server speaks is the Hypertext Transfer Protocol (HTTP), which this book explores in great detail while walking through the creation of a server from "scratch".

Название: Learning Git: A Visual Approach for Using Git Successfully (4th Early Release)
Автор: Anna Skoulikari
Издательство: O’Reilly Media, Inc.
Год: 2022-11-03
Страниц: 225
Язык: английский
Формат: epub, mobi
Размер: 10.2 MB

Learn the basics of Git in a simple, visual, and tangible manner. With this practical book, author Anna Skoulikari helps you build a mental model of how Git version control works so that you can get the most out of this powerful tool. Whether you're a developer, data professional, technical writer, designer, or product manager, you'll learn the basics of Git in a straightforward and approachable way. Learning Git uses storytelling principles not only to place lessons in a familiar context, but also to make the information more memorable. By introducing information in an incremental manner, this book makes all the content accessible so you don't get bogged down with unknown terms or concepts. This guide is ideal whether you're working on a shared document or managing your own version control project.

Название: Computational Mechanics with Deep Learning: An Introduction
Автор: Genki Yagawa, Atsuya Oishi
Издательство: Springer
Год: 2023
Страниц: 408
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book is intended for students, engineers, and researchers interested in both computational mechanics and Deep Learning. It presents the mathematical and computational foundations of Deep Learning (DL) with detailed mathematical formulas in an easy-to-understand manner. It also discusses various applications of Deep Learning in Computational Mechanics, with detailed explanations of the Computational Mechanics fundamentals selected there. Sample programs are included for the reader to try out in practice. This book is therefore useful for a wide range of readers interested in computational mechanics and Deep Learning.

Название: Pure functional HTTP APIs in Scala
Автор: Jens Grassel
Издательство: Leanpub
Год: 2022-07-10
Страниц: 149
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.3 MB

Discover the pure functional side of HTTP API programming in Scala. This book is intended for the intermediate Scala programmer who is interested in functional programming and works mainly on the web service backend side. Ideally she has experience with libraries like Akka HTTP and Slick which are in heavy use in that area. However maybe you have wondered if we can't do better even though aforementioned projects are battle tested and proven. The answer to this can be found in this book which is intended to be read from cover to cover in the given order. Within the book the following libraries will be used: Cats, Cats Effect,http4s, Doobie, Refined, fs2, tapir, Monocle and probably others.