Название: Artificial Intelligence for Science and Engineering Applications
Автор: Shahab D. Mohaghegh
Издательство: CRC Press
Год: 2024
Страниц: 126
Язык: английский
Формат: epub (true)
Размер: 17.3 MB

Artificial Intelligence (AI) is defined as the simulation of human intelligence through the mimicking of the human brain for analysis, modeling, and decision‑making. Science and engineering problem solving requires modeling of physical phenomena, and humans approach the solution of scientific and engineering problems differently from other problems. Artificial Intelligence for Science and Engineering Applications addresses the unique differences in how AI should be developed and used in science and engineering. Through the inclusion of definitions and detailed examples, this book describes the actual and realistic requirements as well as what characteristics must be avoided for correct and successful science and engineering applications of AI. Offering a probing view into the unique nature of scientific and engineering exploration, this book will be of interest to generalists and experts looking to expand their understanding of how AI can better tackle and advance technology and developments in scientific and engineering disciplines.

Название: Чистый дизайн. Практика эмпирического проектирования ПО
Автор: Кент Бек
Издательство: Спринт Бук
Год: 2024
Формат: pdf
Страниц: 176
Размер: 13,6 Мб
Язык: русский

Грязный код создает проблемы. Чтобы код было проще читать, приходится проводить его очистку, разбивая на части, с которыми удобно работать. Кент Бек, создатель методологии экстремального программирования и первопроходец в области паттернов проектирования, рассказывает нам, где и когда лучше проводить очистку для улучшения кода с учетом общей структуры системы. Книга не заставляет читателя проводить очистку сразу и целиком, а позволяет протестировать несколько примеров, которые подходят для поставленной задачи. Вы узнаете, как логически разделить на части большую функцию, содержащую множество строк кода. Познакомитесь с теоретическими понятиями программного дизайна: сцеплением, связностью, дисконтированными денежными потоками и вариативностью.

Название: Modern Data Mining with Python: A risk-managed approach to developing and deploying explainable and efficient algorithms using ModelOps
Автор: Dushyant Singh Sengar, Vikash Chandra
Издательство: BPB Publications
Год: 2024
Страниц: 438
Язык: английский
Формат: epub (true)
Размер: 20.0 MB

"Modern Data Mining with Python" is a guidebook for responsibly implementing data mining techniques that involve collecting, storing, and analyzing large amounts of structured and unstructured data to extract useful insights and patterns. Enter into the world of data mining and Machine Learning. Use insights from various data sources, from social media to credit card transactions. Master statistical tools, explore data trends, and patterns. Understand decision trees and artificial neural networks (ANNs). Manage high-dimensional data with dimensionality reduction. Explore binary classification with logistic regression. Spot concealed patterns with unsupervised learning. Analyze text with recurrent neural networks (RNNs) and visuals with convolutional neural networks (CNNs). Ensure model compliance with regulatory standards. The book starts from the basics of statistics and exploratory data analysis and then ventures into advanced Deep Learning techniques. It emphasizes ethical Machine Learning model development, tackling biases, ensuring algorithmic transparency, and adhering to responsible AI principles. This approach is not only about learning techniques but also about becoming a responsible decision-maker in the data-driven business world. After reading this book, readers will be equipped with the skills and knowledge necessary to use Python for data mining and analysis in an industry set-up. They will be able to analyze and implement algorithms on large structured and unstructured datasets.

Название: Classic Game Programming on the NES (MEAP v7)
Автор: Tony Cruise
Издательство: Manning Publications
Год: 2024
Страниц: 369
Язык: английский
Формат: pdf, epub
Размер: 30.1 MB

Build your own retro games for the Nintendo Entertainment System. From Super Mario Bros to The Legend of Zelda, games of the Nintendo Entertainment System (NES) defined the childhoods of millions. Now with the power of modern tools you can start creating NES games of your very own! This all-practical beginners guide will show you how to get started, with guidance on everything from graphics and music, to the Assembler language needed to get the most out of the NES, to enemy AI. Do you have an amazing idea for a NES game you’ve been itching to turn into reality? Classic Game Programming on the NES will show you how! You don’t need any game development experience or specialist programming skills. You don’t need a team of developers and graphic artists. This one-stop guide teaches you everything you need to know, step-by-step. Classic Game Programming on the NES is a comprehensive guide to developing your first retro game for the Nintendo Entertainment System. It brings together the scattered secrets of NES development, distilling them into clear instructions on how to get started, what your game needs to work, and what tools you’ll need to use. Learn about the NES’s awesome and unique architecture, the surprisingly simple 6502 Assembler language, game logic, and more. Throughout, all concepts are illustrated with a simple space-based shoot-em-up that’s based on the awesome Astrosmash game reminiscent of games from your childhood. For anyone interested in building their own retro games! No programming experience required.

Название: Introduction to Topological Quantum Matter & Quantum Computation, 2nd Edition
Автор: Tudor D. Stanescu
Издательство: CRC Press
Год: 2024
Страниц: 449
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

What is "topological" about topological quantum states? How many types of topological quantum phases are there? What is a zero-energy Majorana mode, how can it be realized in a solid-state system, and how can it be used as a platform for topological quantum computation? What is quantum computation and what makes it different from classical computation? Addressing these and other related questions, Introduction to Topological Quantum Matter & Quantum Computation provides an introduction to and a synthesis of a fascinating and rapidly expanding research field emerging at the crossroads of condensed matter physics, mathematics, and computer science. Providing the big picture and emphasizing two major new paradigms in condensed matter physics – quantum topology and quantum information – this book is ideal for graduate students and researchers entering this field, as it allows for the fruitful transfer of ideas amongst different areas, and includes many specific examples to help the reader understand abstract and sometimes challenging concepts. It explores the topological quantum world beyond the well-known topological insulators and superconductors and unveils the deep connections with quantum computation. The fundamental model of quantum computation is the quantum circuit model, which defines a computation as a sequence of quantum gates – the quantum analog of classical logic gates. It can be demonstrated that there is a small set of so-called universal gates with the property that any quantum computation can be expressed in terms of these gates.

Название: Deep Neural Networks-Enabled Intelligent Fault Diagnosis of Mechanical Systems
Автор: Ruqiang Yan, Zhibin Zhao
Издательство: CRC Press
Год: 2024
Страниц: 217
Язык: английский
Формат: pdf (true)
Размер: 15.5 MB

The book aims to highlight the potential of Deep Learning (DL)-enabled methods in intelligent fault diagnosis (IFD), along with their benefits and contributions. The authors first introduce basic applications of DL-enabled IFD, including auto-encoders, deep belief networks, and convolutional neural networks. Advanced topics of DL-enabled IFD are also explored, such as data augmentation, multi-sensor fusion, unsupervised deep transfer learning, neural architecture search, self-supervised learning, and reinforcement learning. Aiming to revolutionize the nature of IFD, Deep Neural Networks-Enabled Intelligent Fault Diangosis of Mechanical Systems contributes to improved efficiency, safety, and reliability of mechanical systems in various industrial domains. In recent years, due to the rapid development of computer technology, modern testing technology, and signal processing technology, equipment fault diagnosis technology has made great progress. With the rapid development of artificial intelligence technology, the application of deep neural network (DNN) in intelligent fault diagnosis (IFD) of mechanical systems has further deepened. Deep Learning (DL) is one of the hottest technologies in the current field of Machine Learning. DL is essentially a DNN with multiple hidden layers, and the main difference between it and the traditional multi-layer perceptron is the difference in the learning algorithm. Due to its strong representation learning ability, DL is well-suited for data analysis and classification. Therefore, in the field of intelligent diagnosis, many researchers have applied DL-based techniques, such as multi-layer perceptron (MLP), autoencoder (AE), convolutional neural networks (CNNs), deep belief networks (DBNs), and recurrent neural networks (RNNs), to boost the performance.

Название: Идеи машинного обучения: от теории к алгоритмам
Автор: Шалев-Шварц Ш. , Бен-ДавидШ.
Издательство: ДМК
Год: 2019
Cтраниц: 436
Формат: pdf (ocr)
Размер: 13 мб
Язык: русский

Машинное обучение — один из самых быстро развивающихся разделов информатики, с приложениями в самых разных областях. Цель этой книги — познакомить читателя с фундаментальными принципами машинного обучения и характерными для него алгоритмическими парадигмами.

Название: Mastering Desktop Applications with C/C++
Автор: Light Pacheco R
Издательство: Independently published
Год: 2024
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Mastering Desktop Applications with C/C++" is your comprehensive guide to unleashing the full potential of C/C++ for building powerful and elegant desktop applications. Dive deep into the fundamentals of desktop application development, learning how to craft responsive user interfaces, handle user input, and integrate databases seamlessly. With practical insights and hands-on examples, you'll discover the secrets of optimizing performance, ensuring data security, and implementing multithreading for enhanced responsiveness. Whether you're a seasoned developer looking to level up your skills or a newcomer eager to explore the world of desktop development, this book equips you with the knowledge and techniques needed to create exceptional desktop experiences with C/C++. Desktop application development is the process of creating software operations that run natively on a stoner's desktop or laptop computer. Unlike web operations that run in a web cybersurfer, desktop applications are installed directly onto the stoner's operating system and generally have access to the full coffers of the computer, including the train system, tackle peripherals, and more. At the heart of every desktop operation is law written in a programming language. Two of the most generally used languages for desktop operation development are C and C. These languages give low- position control over system coffers and are well-suited for erecting high-performance operations. One of the biggest advantages of using C/ C++ for desktop operations is performance. These languages give low-position access to system coffers and allow inventors to optimize law for maximum effectiveness. As a result, C/ C++ operations can run briskly and consume smaller system coffers compared to operations written in advanced-position languages.

Название: Basics of Java and Advance Java Project: Attend 10 Interview Get 5 Offer Letter from a Software Company
Автор: Amit K
Издательство: Independently published
Год: 2024
Страниц: 282
Язык: английский
Формат: pdf, epub
Размер: 15,4 MB

In This Book You Will Learn Explanation with Diagram and Working Exercises with Successful Execution of Exercises with Output Readymade Solution With Step By Step Explanation
Here you will learn: - Java For Beginners; - Software Installation For Beginners; - Java Spring Hibernate; - Developing Java Web Application Using Spring Hibernate From Scratch; - Learning how to Develope Java Web Application Using Spring Hibernate From Scratch.

Название: jаvascript by Doing: Over 100 Hands-On Coding Challenges for Mastering JS
Автор: Laurence Lars Svekis
Издательство: Independently published
Серия: Power Up your Coding Skills
Год: 2024
Страниц: 194
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"jаvascript by Doing: Over 100 Hands-On Coding Challenges for Mastering JS" by Laurence Lars Svekis is an extensive resource designed to transform beginners into proficient jаvascript developers through a practical, exercise-driven learning approach. The book is organized into several chapters, each dedicated to a fundamental aspect of jаvascript, starting from basic programming concepts to more advanced topics like asynchronous programming and working with APIs. The initial sections of the book introduce readers to jаvascript's syntax and basic programming constructs such as variables, data types, and control structures like loops and conditional statements. Each concept is accompanied by targeted coding exercises that encourage hands-on practice. For example, early exercises have readers practice outputting text to the console, working with variables, and implementing basic conditional logic. As the reader progresses, the exercises gradually increase in complexity. One of the standout features of the book is its deep dive into the Document Object Model (DOM). This section teaches readers how to interact with and manipulate web pages dynamically, covering topics from basic element selection and event handling to more complex DOM manipulations. Exercises in this section are particularly interactive, requiring readers to write jаvascript code that responds to user inputs and alters the DOM accordingly.