Название: Practical Python Programming for Data Scientists
Автор: A. Suresh, N.Malarvizhi, Pethuru Raj
Издательство: Arcler Press
Год: 2022
Страниц: 346
Язык: английский
Формат: pdf (true)
Размер: 11.5 MB

Data Science plays a very vital role in shaping up the process of transitioning data into information and into knowledge. As business enterprises, organizations, governments, IT companies, and service providers are keenly becoming data-driven, the role and responsibility of data scientists are bound to go up significantly. Python is emerging as the leading programming language for Data Science projects. The aim of the book is to clearly explain how Python simplifies and speeds up the realization of next-generation Data Science applications. The book starts with a couple of chapters on data science and machine learning (ML) topics. Thereafter, the chapters are focusing on the fundamental and foundational aspects of Python programming language. All kinds of language constructs are accentuated and articulated for the benefit of programmers with all the practical details. There are dedicated chapters for producing Machine Learning applications.

Название: Speech Recognition and Understanding
Автор: Zoran Gacovski
Издательство: Arcler Press
Год: 2022
Страниц: 428
Язык: английский
Формат: pdf (true)
Размер: 13.7 MB

This book entitled, "Introduction to Speech and Language Therapy", has been designed to add to the knowledge of researchers, scholars and the students of second language learners to enlighten them with various aspects of the speech, the language and the methods and techniques of its acquisition. It takes the readers through an overview of speech and language therapy and how these concepts assist the children and the adults in gaining the intricate nuances of the language. It also talks about the role and technique of speech and language proper and its assessment in the teaching of second language. Additionally, the book sheds light on the linguistic theories of speech, the teaching of language for children and the techniques of vocabulary development. Studying the possibility of designing a software system using one of the techniques of Artificial Intelligence (AI) applications neuron networks where this system is able to distinguish the sound signals and neural networks of irregular users.

Название: Practicing R for Statistical Computing
Автор: Muhammad Aslam, Muhammad Imdad Ullah
Издательство: Springer
Год: 2023
Страниц: 300
Язык: английский
Формат: pdf (true), epub
Размер: 32.9 MB

This book aims to teach the use of R language for practicing statistics in the context of data handling, presentation, and analysis. The book not only introduces basic concepts of R programming but also explains statistical concepts where necessary. A needful discussion on basic data structure such as vectors, matrices, arrays, and lists has been presented with examples. Exploratory examination and transformation of data, editing, importing, exporting, appending, merging, binning, generation of data, subsetting, dealing with outliers, and NA values have been given in this book. Recycling rule and performing different arithmetic have been explained with examples. Functions related to descriptive statistics and graphical representation of data have been discussed. The use of combination, permutation, probability, and some popular discrete and continuous probability distributions have been included through practical examples. For mean, proportion, variance, difference between means, confidence interval and comparison tests have been explained. Thus, this book would be a good companion to a text or course on statistics. It also explores linear and non-linear modeling, model selection and diagnostic tools in R.

Название: The AI-Powered Developer (MEAP v2)
Автор: Nathan Crocker
Издательство: Manning Publications
Год: 2023
Страниц: 134
Язык: английский
Формат: pdf, epub
Размер: 10.5 MB

Use groundbreaking generative AI tools to increase your productivity, efficiency, and code quality. You just got a promotion! AI coding tools like GitHub Copilot, ChatGPT, and Amazon CodeWhisperer turn every developer into an engineering manager, overseeing a super-smart and super-fast junior coder. The AI-Powered Developer demonstrates effective techniques and best practices for getting the most out of AI-powered coding using tools like Copilot and ChatGPT. The book cuts through the hype, showcasing real-world examples of how these tools ease and enhance your everyday tasks. You’ll soon be using AI for everything from writing boilerplate to assisting with software design. The AI-Powered Developer shows you how to put AI coding tools like Github Copilot and ChatGPT into action. Throughout the book, you’ll generate code and design ideas as you build an IT Asset Management system using AI in every step of the development process. Clear advice and hands-on examples show you how to integrate these tools into your daily workflow. You’ll create self-documenting applications, generate predictive suggestions, and even use AI to test and explain your code. For software developers familiar with Python.

Название: Разработка приложений для Windows Phone 7 (2-е изд.)
Автор: Богданов М.Р.
Издательство: М.: НОУ "Интуит"
Год: 2016
Страниц: 534
Формат: PDF
Размер: 51 Мб
Язык: русский

Курс посвящен теоретическим и практическим вопросам разработки приложений для Windows Phone 7 с помощью Silverlight и XNA. Обсуждаются особенности архитектуры, программного и аппаратного обеспечения устройств Windows Phone 7.

Название: Основы параллельного программирования с использованием Visual Studio 2010
Автор: Алексеев А.А.
Издательство: НОУ «Интуит»
Год: 2016
Страниц: 333
Формат: pdf
Размер: 25 mb

Данный курс, посвящен описанию создания многопоточных приложений в среде Visual Studio 2010 с использованием .NET Framework. В частности, какие библиотеки, и какие классы необходимы для создания многопоточных приложений, какие инструменты Visual Studio 2010 используются для отладки этих приложений.
На сегодняшний день, многоядерные процессоры используются не только в серверных платформах, но и в персональных компьютерах, которые позволяют нескольким потокам выполняться одновременно. И в будущем, число ядер в процессоре будет только увеличиваться. Уже сегодня можно использовать возможности аппаратного обеспечения – и распараллеливать код, чтобы распределить работу между несколькими процессорами. Ранее распараллеливание требовала низкого уровня обработки потоков и блокировок. Visual Studio 2010 и .NET Framework 4 поддерживают параллельное программирование путем предоставления новой среды CLR, новые типы библиотек классов и новые средства диагностики. Данные возможности упрощают разработку параллельных программ, так что можно написать эффективное и масштабируемое приложение без необходимости работать непосредственно с потоками или пулом потоков.

Название: PowerShell 101: The No-Nonsense Beginner's Guide to PowerShell
Автор: Mike F. Robbins
Издательство: Leanpub
Год: 2023-07-19
Страниц: 160
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Before PowerShell, I spent the first third of my career as an IT Pro pointing and clicking in the GUI and I decided to write this book to save IT Pros from themselves who are reluctant to learn PowerShell. Instead of a book that just covers topics with fictitious scenarios, this book is more of a condensed version targeting the specific topics that I’ve found an IT Pro needs to know initially to be successful with PowerShell in a real world production environment. It’s a collection of what I wish someone would have told me when I started learning PowerShell along with the tips, tricks, and best practices that I've learned while using PowerShell during the past 10 years. This book focuses on PowerShell version 5.1 in a Microsoft Active Directory domain environment running on Windows 10 and Windows Server 2016. All currently supported versions of Windows and previous versions of PowerShell beginning with PowerShell version 1.0 are briefly mentioned in this book.

Название: Functional Design and Architecture (MEAP v10)
Автор: Alexander Granin
Издательство: Manning Publications
Год: 2023
Страниц: 559
Язык: английский
Формат: pdf, epub
Размер: 18.4 MB

Design patterns and architectures for building production quality applications using functional programming, with examples in Haskell and other FP languages. Functional Design and Architecture is a pioneering guide to software engineering using Haskell and other functional languages. In it, you’ll discover Functional Declarative Design and other design principles perfect for working in Haskell, PureScript, F#, and Scala. Functional programming offers a powerful alternative to object-oriented programming that helps tackle the complexities of large-scale software. Entrenched design patterns and architectural principles made for OOP are poorly suited for creating large-scale functional applications. This book lays out new methodologies, principles, and architectures optimized for high-level software design using functional languages. Inside, you’ll find cutting-edge functional design principles and practices for every stage of application development, from architecting your application through to running simple and maintainable tests. There’s no abstract theory—you’ll learn by building exciting sample applications, including an application for controlling a spaceship and a full-fledged backend framework.

Название: Linear Algebra And Optimization With Applications To Machine Learning - Volume II: Fundamentals of Optimization Theory with Applications to Machine Learning
Автор: Jean Gallier, Jocelyn Quaintance
Издательство: World Scientific Publishing
Год: 2021
Страниц: 896
Язык: английский
Формат: pdf (true)
Размер: 22.2 MB

Volume 2 applies the linear algebra concepts presented in Volume 1 to optimization problems which frequently occur throughout Machine Learning. This book blends theory with practice by not only carefully discussing the mathematical under pinnings of each optimization technique but by applying these techniques to linear programming, support vector machines (SVM), principal component analysis (PCA), and ridge regression. Volume 2 begins by discussing preliminary concepts of optimization theory such as metric spaces, derivatives, and the Lagrange multiplier technique for finding extrema of real valued functions. The focus then shifts to the special case of optimizing a linear function over a region determined by affine constraints, namely linear programming. Highlights include careful derivations and applications of the simplex algorithm, the dual-simplex algorithm, and the primal-dual algorithm. The theoretical heart of this book is the mathematically rigorous presentation of various nonlinear optimization methods, including but not limited to gradient decent, the Karush-Kuhn-Tucker (KKT) conditions, Lagrangian duality, alternating direction method of multipliers (ADMM), and the kernel method. These methods are carefully applied to hard margin SVM, soft margin SVM, kernel PCA, ridge regression, lasso regression, and elastic-net regression. Matlab programs implementing these methods are included.

Название: Embedded Software System Testing: Automatic Testing Solution Based on Formal Method
Автор: Yongfeng Yin, Bo Jiang
Издательство: CRC Press
Год: 2024
Страниц: 330
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book introduces embedded software engineering and management methods, proposing the relevant testing theory and techniques that promise the final realization of automated testing of embedded systems. The quality and reliability of embedded systems have become a great concern, faced with the rising demands for the complexity and scale of system hardware and software. The authors propose and expound on the testing theory and techniques of embedded software systems and relevant environment construction technologies, providing effective solutions for the automated testing of embedded systems. Through analyzing typical testing examples of the complex embedded software systems, the authors verify the effectiveness of the theories, technologies and methods proposed in the book. In combining the fundamental theory and technology and practical solutions, this book will appeal to researchers and students studying computer science, software engineering, and embedded systems, as well as professionals and practitioners engaged in the development, verification, and maintenance of embedded systems in the military and civilian fields.