Название: Artificial Intelligence Annual Volume 2022
Автор: Fernandez Marco Antonio Aceves, Travieso-Gonzalez Carlos M., Engelbrecht Andries
Издательство: ITexLi
Год:2022
Формат:PDF
Страниц:157
Размер: 10,3 МБ
Язык: English

This volume is dedicated to Artificial Intelligence (AI) attracted the attention of many researchers and users alike, and it has become increasingly crucial in our modern society.

From cars, smartphones, airplanes, medical equipment, consumer applications, and industrial machines, among others, the impact of AI is notoriously changing the world we live in and making it better in many areas. However, it is equally important to remember that every progress comes with certain challenges that we as a society must address.

Название: Learn Concurrent Programming with Go (MEAP v2)
Автор: James Cutajar
Издательство: Manning Publications
Год: 2023
Страниц: 156
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Write concurrent code in Go that improves application performance, scales up to handle bigger loads, and takes full advantage of modern multi-processor hardware. Learn Concurrent Programming with Go teaches you how to use concurrency to improve the performance of your Go applications. Each chapter poses a new problem that can be solved using concurrency and introduces the right approach to implement it in Go. In this easy-to-read tutorial, you’ll delve into concurrency patterns, learn to dodge the most common pitfalls, and take advantage of Go’s innovative approach to concurrency. Practical exercises at the end of each chapter help you practice your new skills to lock in what you’ve learned. Concurrent programming is essential for getting the most out of modern multi-processor computer hardware.

Название: Rust Servers, Services, and Apps (MEAP v13)
Автор: Prabhu Eshwarla
Издательство: Manning Publications
Год: 2023
Страниц: 396
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Build backend servers, services, and front-ends in Rust to get fast, reliable, and maintainable applications. Rust is a hot topic right now. It has been named most loved programming language in developer surveys for five consecutive years, and interest is growing among software developers and engineers alike, from both ends of the spectrum: low-level system programmers and higher-level application developers all want to explore and learn Rust. That said, one question that gets asked frequently is whether Rust is really suitable and ready for the web. Most of the learning material available in this space is really introductory in nature, and doesn’t provide a view into how Rust can handle more complex scenarios encountered in web development. In this book, I aim to show you how Rust, in spite of its reputation for being a systems programming language, is really a surprisingly delightful language to build web applications in. Rust Servers, Services, and Apps teaches you how to build web servers, RESTful services, server-rendered apps, and client front-ends in Rust. You’ll learn to write code with small and predictable resource footprints, and build high-performing applications with unmatched safety and reliability.

Название: The Pocket Guide to Debugging
Автор: Julia Evans
Издательство: wizardzines.com
Год: 2022
Язык: английский
Формат: pdf (true)
Размер: 13.2 MB

Debugging is frustrating. It feels like a distraction from “real” work, bugs come up at the worst time, you have to read piles of inscrutable error messages that don’t make sense, it’s unclear where to start, and the process can feel very chaotic and overwhelming. And nobody teaches you how to debug! If you’re lucky, you get to pair program with someone who’s good at debugging and explaining their thought processes, and they can show you how do it. But not all of us have that person, so we end up just struggling through it ourselves and learning strategies the hard way. Sometimes it feels like “google, try random stuff, and despair” is the only option, but it’s not. Since I started learning to program 20 years ago, I’ve learned a more fun (and more effective!) way to debug, where you learn from your bugs, so that you can often skip straight to “oh, I’ve seen this before!”...

Название: Предварительная подготовка данных в Python. Том 1-2
Автор: Артем Груздев
Издательство: ДМК Пресс
Год: 2023
Страниц: 818+816
Язык: русский
Формат: pdf
Размер: 121,4 MB

В двухтомнике представлены материалы по применению классических методов машинного обучения в различных промышленных задачах. Первый том посвящен инструментам Python – основным библиотекам, классам и функциям, необходимым для предварительной подготовки данных, построения моделей машинного обучения, выполнения различных стратегий валидации. В конце первого тома разбираются задачи с собеседований по SQL, Python, математической статистике и теории вероятностей. Во втором томе рассматривается сам процесс предварительной подготовки данных, а также некоторые метрики качества и ряд полезных библиотек и фреймворков (H2O, Dask, Docker, Google Colab). NumPy (произносится как нампай) – это один из основных пакетов для вычислений в Python. Он содержит функциональные возможности для работы с многомерными массивами и различными математическими функциями. Основа NumPy – это объект ndarray, n-мерный массив. В Python массив NumPy – это базовая структура данных. Библиотека scikit-learn, с помощью которой мы будем строить модели, требует, чтобы данные были записаны в виде массивов NumPy.

Название: Introduction to Computation in Physical Sciences: Interactive Computing and Visualization with Python
Автор: Jay Wang, Adam Wang
Издательство: Springer
Год: 2023
Страниц: 264
Язык: английский
Формат: pdf (true), epub
Размер: 51.0 MB

This book provides a practical and comprehensive introduction to computational problem solving from the viewpoints of practitioners in both academic and industrial worlds. The authors present scientific problem-solving using computation and aim to increase computational thinking, which is the mindset and skillset required to solve scientific problems with computational methodologies via model building, simulation, data analysis, and visualization using the Python programming language. Topics and examples span fundamental areas of physical science as well as contemporary topics including quantum computing, neural networks, Machine Learning, etc. We briefly introduce two methods of visualization that are used throughout, Matplotlib animation and VPython. Matplotlib is an easy-to-use yet powerful plotting package in Python. It is equally capable of animation.

Название: Discrete Choice Analysis With R
Автор: Antonio Paez, Genevieve Boisjoly
Издательство: Springer
Серия: Use R!
Год: 2022
Страниц: 349
Язык: английский
Формат: pdf (true), epub
Размер: 89.4 MB

This book is designed as a gentle introduction to the fascinating field of choice modeling and its practical implementation using the R language. Discrete choice analysis is a family of methods useful to study individual decision-making. With strong theoretical foundations in consumer behavior, discrete choice models are used in the analysis of health policy, transportation systems, marketing, economics, public policy, political science, urban planning, and criminology, to mention just a few fields of application. The book does not assume prior knowledge of discrete choice analysis or R, but instead strives to introduce both in an intuitive way, starting from simple concepts and progressing to more sophisticated ideas. Loaded with a wealth of examples and code, the book covers the fundamentals of data and analysis in a progressive way. Readers begin with simple data operations and the underlying theory of choice analysis and conclude by working with sophisticated models including latent class logit models, mixed logit models, and ordinal logit models with taste heterogeneity. Data visualization (with ggplot2) is emphasized to explore both the input data as well as the results of models.

Название: Foundation Mathematics for Computer Science: A Visual Approach (3rd Edition)
Автор: John Vince
Издательство: Springer
Год: 2023
Страниц: 519
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

In this third edition of Foundation Mathematics for Computer Science, John Vince has reviewed and edited the second edition, and added chapters on systems of counting, area and volume. These subjects complement the existing chapters on visual mathematics, numbers, algebra, logic, combinatorics, probability, modular arithmetic, trigonometry, coordinate systems, determinants, vectors, complex numbers, matrices, geometric matrix transforms, differential and integral calculus. During this journey, the author touches upon more esoteric topics such as quaternions, octonions, Grassmann algebra, Barrycentric coordinates, transfinite sets and prime numbers. Computer science is a very large subject, and graduates pursue a wide variety of careers, including programming, systems design, cryptography, website design, real-time systems, computer animation, computer games, data visualisation, etc.

Название: Data Visualization with Python and jаvascript: Scrape, Clean, Explore, and Transform Your Data, 2nd Edition (Final Release)
Автор: Kyran Dale
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 569
Язык: английский
Формат: True/Retail PDF EPUB
Размер: 34.7 MB

How do you turn raw, unprocessed, or malformed data into dynamic, interactive web visualizations? In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and jаvascript developers--how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best practices, this guide teaches you how to leverage the power of best-of-breed Python and jаvascript libraries. Python provides accessible, powerful, and mature libraries for scraping, cleaning, and processing data. And while jаvascript is the best language when it comes to programming web visualizations, its data processing abilities can't compare with Python's. Together, these two languages are a perfect complement for creating a modern web-visualization toolchain.

Название: Raspberry Pi Cookbook: Software and Hardware Problems and Solutions, 4th Edition (Final Release)
Автор: Dr. Simon Monk
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 621
Язык: английский
Формат: True/Retail PDF EPUB
Размер: 236.9 MB, 46.3 MB

If you've started to work with Raspberry Pi, you know that Raspberry Pi's capabilities are continually expanding. The fourth edition of this popular cookbook provides more than 200 hands-on recipes (complete with code) that show you how to run this tiny low-cost computer with Linux, program it with Python, hook it up to sensors and motors, and use it with the internet of things (IoT). This new edition includes new chapters on the Raspberry Pi Pico and Machine Learning with the Raspberry Pi. Although many languages can be used to program the Raspberry Pi, Python is the most popular. In fact, the Pi in Raspberry Pi is inspired by the word python. Although Python’s most recent version, Python 3, has been around for years, you’ll find that a lot of people still use Python 2. Python 3 (the default for Raspberry Pi OS) is run by using either of the commands python or Python 3. The examples in this book are written for Python 3 unless otherwise stated.