Название: Building Regression Models with SAS: A Guide for Data Scientists
Автор: Robert N. Rodriguez
Издательство: SAS Institute Inc.
Год: 2023
Страниц: 464
Язык: английский
Формат: pdf (true)
Размер: 17.7 MB

Advance your skills in building predictive models with SAS! Building Regression Models with SAS: A Guide for Data Scientists teaches data scientists, statisticians, and other analysts who use SAS to train regression models for prediction with large, complex data. Each chapter focuses on a particular model and includes a high-level overview, followed by basic concepts, essential syntax, and examples using new procedures in both SAS/STAT and SAS Viya. Machine Learning has created a new divide for the practice of statistics, which relies heavily on data from well-designed studies for modeling and inference. Statistical methods now vie with algorithms that learn from large amounts of observational data. This book assumes you know the basics of regression analysis. It uses standard matrix notation for regression models but explains the concepts and methods behind the procedures without mathematical derivations. For readers who want to dive into the technical aspects of concepts and algorithms, explanations are given in appendices which use calculus and linear algebra at the level expected by master of science programs in Data Science and statistics.

Название: Chromebook Tricks and Tips - 7th Edition 2023
Издательство: Papercut
Год: 2023
Страниц: 98
Формат: PDF
Размер: 51 MB
Язык: English

Chromebook Tricks and Tips is the one stop user guide for the new Google powered laptop computer adopter or those want to learn everything you’ll need to get started with Google’s hardware. This independent manual is crammed with helpful guides and step-by-step fully illustrated tutorials, written in plain easy to follow English. Over the pages of this publication you will clearly learn everything you need to know about your Chromebook and it’s apps. With this unofficial instruction manual at your side no problem will be unsolvable, no question unanswered as you learn, explore and enhance your Google Chromebook user experience.

Название: Research Techniques for Computer Science, Information Systems and Cybersecurity
Автор: Uche M. Mbanaso, Lucienne Abrahams, Kennedy Chinedu Okafor
Издательство: Springer
Год: 2023
Страниц: 187
Язык: английский
Формат: pdf (true)
Размер: 10.26 MB

This book introduces impact-driven research paths in computer science, information systems and cybersecurity with practical insights, effective instructions, and examples. The book takes the students through the full cycle of research until the point of submission and evaluation. The book begins by providing postgraduate research students with the foundational concepts and techniques to simplify the complexities associated with choosing topics in the Computer Science (CS), information systems (IS) and cybersecurity (CY) research domains. The authors furnish readers with fundamentals that facilitate active quantitative, qualitative, and mixed methods research enquiries. The content offers important perspectives on how to think about deepening research in CS, IS and CY, noting that these subjects can be studied from computational sciences, engineering sciences, health sciences, social sciences, or interdisciplinary perspectives.

Название: Red Hat Enterprise Linux 9 Essentials: Learn to Install, Administer and Deploy RHEL 9 Systems
Автор: Neil Smyth
Издательство: Payload Media
Год: 2023
Страниц: 294
Язык: английский
Формат: pdf (true), epub (true)
Размер: 18.2 MB

Arguably one of the most highly regarded and widely used enterprise-level operating systems available today is the Red Hat Enterprise Linux (typically shortened to RHEL and pronounced rell) distribution. Not only is it considered to be among the most stable and reliable operating systems, it is also backed by the considerable resources and technical skills of Red Hat, Inc. Red Hat Enterprise Linux 9 Essentials is designed to provide detailed information on the installation, use, and administration of the Red Hat Enterprise Linux 9 distribution. For beginners, the book covers topics such as operating system installation, the basics of the GNOME desktop environment, configuring email and web servers, and installing packages and system updates using App Streams. Additional installation topics, such as dual booting with Microsoft Windows, are also covered, together with all important security topics, such as configuring a firewall and user and group administration. For the experienced user, topics such as remote desktop access, the Cockpit web interface, logical volume management (LVM), disk partitioning, swap management, KVM virtualization, Secure Shell (SSH), Linux Containers, etc.

Название: Rocky Linux 9 Essentials: Learn to Install, Administer, and Deploy Rocky Linux 9 Systems
Автор: Neil Smyth
Издательство: Payload Media
Год: 2023 (Rev: 1.0)
Страниц: 775
Язык: английский
Формат: pdf, epub
Размер: 28.5 MB

Rocky Linux 9 Essentials is designed to provide detailed information on the installation, use, and administration of the Rocky Linux 9 distribution. For beginners, the book covers topics such as operating system installation, the basics of the GNOME desktop environment, configuring email and web servers, and installing packages and system updates. Additional installation topics, such as dual booting with Microsoft Windows, are also covered, together with all important security topics, such as configuring a firewall and user and group administration. Rocky Linux is one of several variants (also referred to as of the Linux operating system. It is based on the source code of the Red Hat Enterprise Linux distribution (RHEL), developed by a U.S. company named Red Hat, Inc.

Название: Principal Component Analysis and Randomness Test for Big Data Analysis: Practical Applications of RMT-Based Technique
Автор: Mieko Tanaka-Yamawaki, Yumihiko Ikura
Издательство: Springer
Год: 2023
Страниц: 153
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book presents the novel approach of analyzing large-sized rectangular-shaped numerical data (so-called Big Data). The essence of this approach is to grasp the "meaning" of the data instantly, without getting into the details of individual data. Unlike conventional approaches of principal component analysis, randomness tests, and visualization methods, the authors' approach has the benefits of universality and simplicity of data analysis, regardless of data types, structures, or specific field of science. This book was written to demonstrate the concept and usefulness of random matrix theory (RMT) in Big Data analysis, with emphasis on two RMT-oriented methodologies, RMT-PCA and RMT-test. Both are algorithms used in high-speed computer works.

Название: Windows 11 Tricks and Tips - 7th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 104
Язык: английский
Формат: pdf
Размер: 45,3 MB

Windows 11 Tricks and Tips - это универсальное руководство для начинающих пользователей настольных и портативных компьютеров, а также для тех, кто хочет узнать все необходимое для начала работы с операционной системой Microsoft. Это независимое руководство наполнено полезными рекомендациями и пошаговыми полностью иллюстрированными учебными материалами, написанными на простом и понятном английском языке. На страницах этого издания вы узнаете все, что вам нужно знать о своем компьютере и приложениях, сначала разобравшись в операционной системе, на которой они работают. С этим неофициальным руководством ни одна проблема не останется неразрешимой, ни один вопрос не останется без ответа, пока вы изучаете, исследуете и совершенствуете свой опыт пользователя Windows 11.

Название: Multi-Criteria Decision-Making Sorting Methods: Applications to Real-World Problems
Автор: Luis Martínez Lopez, Alessio Ishizaka, Jindong Qin
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 280
Язык: английский
Формат: pdf (true), epub
Размер: 26.3 MB

Multi Criteria Decision Making (MCDM) is a generic term for all methods that help people making decisions according to their preferences, in situations where there is more than one conflicting criterion. It is a branch of operational research dealing with finding optimal results in complex scenarios including various indicators, conflicting objectives and criteria. The approach of MCDM involves decision making concerning quantitative and qualitative factors. The importance and success of MCDM are due to the fact that they have successfully dealt with different types of problematics for supporting decision makers such as choice, ranking and sorting, description. Even though, each of the different problematics in MCDM is important, Multi-Criteria Decision-Making Sorting Methods will focus on sorting approaches across a wide range of interesting techniques and research disciplines. The applications which have been and can be solved by these techniques are more and more important in current real-world decision-making problems.

Название: Introductory Guide to Operating Systems
Автор: Jocelyn O. Padallan
Издательство: Arcler Press
Год: 2023
Страниц: 281
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

An operating system (OS) consists of programs that regulate the implementation of application programs, and serving as a go between of the client and PC hardware. The operating system manages the computer hardware systems well as giving a structure for applications to run. A few examples referenced in the volume are: Windows, Windows/NT, Linux, OS/2 and MacOS. The volume presents OS as advantageous and simple to use for the client, and makes handling client issues simpler. For a PC to begin running-for example, when it is organized or rebooted-it must have a primary program to run. This core system, or bootstrap program, will in general be straightforward. Normally, it is put in read-only memory (ROM) or digitally erasable read-only memory (EEPROM), referred by overall term firmware, inside the PC equipment. It launches all parts of the framework, from CPU catalogs to device regulators to memory elements.

Название: Practical Data Mining Techniques and Applications
Автор: Ketan Shah, Neepa Shah, Vinaya Sawant
Издательство: CRC Press
Год: 2023
Страниц: 215
Язык: английский
Формат: pdf (true)
Размер: 12.5 MB

Data mining techniques and algorithms are extensively used to build real-world applications. A practical approach can be applied to data mining techniques to build applications. Once deployed, an application enables the developers to work on the users’ goals and mold the algorithms with respect to users’ perspectives. Practical Data Mining Techniques and Applications focuses on various concepts related to data mining and how these techniques can be used to develop and deploy applications. The book provides a systematic composition of fundamental concepts of data mining blended with practical applications. The aim of this book is to provide access to practical data mining applications and techniques to help readers gain an understanding of data mining in practice. Readers also learn how relevant techniques and algorithms are applied to solve problems and to provide solutions to real-world applications in different domains. This book can help academicians to extend their knowledge of the field as well as their understanding of applications based on different techniques to gain greater insight. It can also help researchers with real-world applications by diving deeper into the domain. Computing science students, application developers, and business professionals may also benefit from this examination of applied Data Science techniques.