Название: Introduction to R Programming Language
Автор: Mohsen Nady
Издательство: Arcler Press
Год: 2022
Страниц: 448
Язык: английский
Формат: pdf (true)
Размер: 61.2 MB

This book covers some introductory steps in using R programming language as a Data Science tool. The data science field has evolved so much recently with incredible quantities of generated data. To extract value from those data, one needs to be trained in the proper data science skills like statistical analysis, data cleaning, data visualization, and machine learning. R is now considered the centerpiece language for doing all these data science skills because it has many useful packages that not only can perform all the previous skills, but also, has additional packages that was developed by different scientists in diverse fields. These fields include, but are not limited to, business, marketing, microbiology, social science, geography, genomics, environmental science, etc. Furthermore, R is free software and can run on all major Windows, Mac Os, and UNIX/Linux. The first two chapters involve installing and using R and RStudio. RStudio is an IDE (integrated development environment) that makes R easier to use and is more similar to SPSS or Stata. Chapters 3–8 covers the different R objects and how to manipulate them including the very popular one, dataframes. Chapter 9 is about importing different files into your R working session like text or excel files.

Название: Key Concepts in Computer Science
Автор: Adele Kuzmiakova
Издательство: Arcler Press
Год: 2022
Страниц: 258
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Computer Science deals with the study of algorithmic processes, computers, and computational systems. As a discipline, computer science spans a wide range of concepts from theoretical studies of algorithms, computation, and information to the practical issues of executing computational systems inside the software and hardware. This volume synthesize and explains the most common computer science terms spanning a wide of range of Computer Science (CS) areas, including hardware, software, multimedia, computer applications, networking, and personal computing. This glossary volume defines complex terms in an easy-to-understand fashion, which makes the book valuable for non-technical and technical audience alike. Terms are defined in a jargon-free and concise manner. The technical terms are illustrated with specific examples whenever appropriate. After reading this book, you will be able to understand computer concepts without going in circles with definitions. Programming language theory considers different kinds of approaches to computational processes. Computer programming, on the other hand, involves applying these processes to develop complex systems. Artificial Intelligence (AI) aims to synthesize goal-orientated processes, such as problem-solving, environmental adaptation, decision-making, planning, and learning to predict new data or trends.

Название: The Complete C++ & Python Manual - 3rd Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 148
Язык: английский
Формат: pdf
Размер: 107.0 MB

Unleash the power of Python and C++. Having a basic knowledge of programming can open many different doors for the newcomer to explore. You can gain a better understanding of how hardware and software work together, how your computer or device functions and how incredible open-world gaming environments are converted from ones and zeros to what's on your monitor or TV. Technology is everywhere and it's all connected through programming. Your TV, microwave, in-car entertainment and the Internet itself are all reliant on good programming to make them work the way you want them to. Within these pages are the building blocks to help you take your first steps into the world of programming. We've taken two of the most powerful and versatile programming languages available, Python and C++ and broken them down into bite-sized tutorials and guides to help you learn how they work, and how to make them work for you.

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.