Название: Data Management in R: A Guide for Social Scientists
Автор: Martin Elff
Издательство: SAGE Publications
Год: 2021
Страниц: 351
Язык: английский
Формат: pdf, epub. mobi
Размер: 10.2 MB

An invaluable, step-by-step guide to data management in R for social science researchers. This book will show you how to recode data, combine data from different sources, document data, and import data from statistical packages other than R. It explores both qualitative and quantitative data and is packed with a range of supportive learning features such as code examples, overview boxes, images, tables, and diagrams. The free and open source software package R is perhaps mainly known for the quality of graphics that one can create with it and for the availability of many of the most advanced techniques of data analysis.

Название: Multi-Criteria Decision Making Theory and Applications in Sustainable Healthcare
Автор: Mohamed Abdel-Basset, Ripon Kumar Chakrabortty, Abduallah Gamal
Издательство: CRC Press
Год: 2023
Страниц: 275
Язык: английский
Формат: pdf (true)
Размер: 25.1 MB

Multi-Criteria Decision Making Theory and Applications in Sustainable Healthcare, 1st Edition, is an excellent compilation of current and advanced Multi-Criteria Decision Making (MCDM) techniques and their applications to multiple recent and innovative healthcare analytics problems. The healthcare business has expanded rapidly in recent years, and one of the top priorities in the sector is now the efficacy and efficiency of the various healthcare delivery systems. The entire performance of hospitals must be improved if the healthcare business wants to see an improvement in both the satisfaction and safety of their patients. Finding the best medical facility among many of its competitors may be difficult since there are so many, and they are so highly diverse in terms of features and performance trade-offs. This book will be the first in the literature to bridge the Industrial Engineering perspectives and Computational Intelligence (CI) for different digitalized (aka, smart) environments.

Название: Coding4Fun: программируем для удовольствия: 10 .NET-проектов для Wiimote, World of Warcraft, YouTube и других программ
Автор: Фернандес Д., Пик Б.
Издательство: СПб.: Cимвoл-Плюc
Год: 2009
Cтраниц: 480
Формат: pdf
Размер: 11 мб
Язык: русский

Издание предназначено для тех разработчиков, кто хочет отвлечься от решения коммерческих бизнес задач и сделать несколько проектов для души. Для тех, кто хочет вспомнить о том, с чего начиналось их увлечение программированием, кому хочется заинтересовать им своего ребенка или просто развлечься, написав несколько небольших забавных проектов.

Название: AI for Retail: A Practical Guide to Modernize Your Retail Business with AI and Automation
Автор: Francois Chaubard
Издательство: Wiley
Год: 2023
Страниц: 336
Язык: английский
Формат: epub (true)
Размер: 96.1 MB

The coming of the AI revolution in brick-and-mortar retail. In AI for Retail: A Practical Guide to Modernize Your Retail Business with AI and Automation, Francois Chaubard, AI researcher and retail technology CEO, delivers a practical guide for integrating AI into your brick-and-mortar retail business. In the book, you’ll learn how to make your business more efficient by automating inventory management, supply chain, front-end, merchandising, pricing, loss prevention, e-commerce processes, and more. The author takes you step by step from no AI Strategy at all to implementing a robust AI playbook that will permeate through your entire organization. I have split this book into four sections. The second section is a very quick overview of AI theory. This is mostly for you to be familiar with common terms in AI so you can speak intelligently with your team about AI or with an AI vendor that might have a great product or might be selling snake oil. By the end of this section, you will be able to ask the right questions to separate the wheat from the chaff.

Название: Machine Learning Techniques for Cybersecurity
Автор: Elisa Bertino, Sonam Bhardwaj, Fabrizio Cicala, Sishuai Gong
Издательство: Springer
Год: 2023
Страниц: 169
Язык: английский
Формат: pdf (true), epub
Размер: 12.3 MB

This book explores Machine Learning (ML) defenses against the many cyberattacks that make our workplaces, schools, private residences, and critical infrastructures vulnerable as a consequence of the dramatic increase in botnets, data ransom, system and network denials of service, sabotage, and data theft attacks. The use of ML techniques for security tasks has been steadily increasing in research and also in practice over the last 10 years. Covering efforts to devise more effective defenses, the book explores security solutions that leverage Machine Learning (ML) techniques that have recently grown in feasibility thanks to significant advances in ML combined with big data collection and analysis capabilities. Since the use of ML entails understanding which techniques can be best used for specific tasks to ensure comprehensive security, the book provides an overview of the current state of the art of ML techniques for security and a detailed taxonomy of security tasks and corresponding ML techniques that can be used for each task.

Название: Operating Continuously: Best Practices for Accelerating Software Delivery, First Edition
Автор: Edith Harbaugh, Cody De Arkland, Brian Rinaldi
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 121
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Continuous delivery doesn't stop with deployment. Modern software teams rely on an emerging set of best practices postdeployment to continuously improve their software. With this practical guide, CTOs, software architects, and senior engineering leaders will learn what these practices are and how to apply them to their existing operations. Authors provides actionable insights into setting up and maintaining a smooth operational process postdeployment. You'll learn new approaches to releasing software, controlling systems at runtime, and measuring the impact of change. Armed with this knowledge, you can easily anticipate the next planning and building phase, feeding back into the software development lifecycle. The rise of Agile, DevOps, and continuous delivery broke down barriers, and now there’s a next wave of operating continuously in which leading organizations are forming integrated teams for even closer collaboration to produce high-quality, less risky software.

Название: Data Management for Natural Scientists: A Practical Guide to Data Extraction and Storage Using Python
Автор: Matthias Hofmann
Издательство: De Gruyter
Год: 2023
Страниц: 216
Язык: английский
Формат: pdf (true)
Размер: 23.6 MB

Data Management for Natural Scientists offers a practical guide for scientific processing of data. It covers the way from “getting hands on” experimental results to ensuring their use for addressing various scientific questions. Code snippets are provided in order to introduce the proposed workstream and to demonstrate the adjustability to specific challenges. This book does not require in-depth previous knowledge on scripting in Python or data management, but familiarity with basic concepts such as the creation of folders and files is assumed. Some previous experience using scripting languages is certainly helpful but not mandatory for understanding the key ideas of this book and following the provided code snippets. The examples presented herein were created using Python 3 on a Windows platform. Throughout this book, Python is the tool of choice for all the tasks associated with data treatment, manipulation and basic visualization.

Название: Hands-On Data Science for Librarians
Автор: Sarah Lin, Dorris Scott
Издательство: CRC Press
Год: 2023
Страниц: 201
Язык: английский
Формат: pdf (true)
Размер: 12.4 MB

Librarians understand the need to store, use and analyze data related to their collection, patrons and institution, and there has been consistent interest over the last 10 years to improve data management, analysis, and visualization skills within the profession. However, librarians find it difficult to move from out-of-the-box proprietary software applications to the skills necessary to perform the range of Data Science actions in code. This book will focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports, Machine Learning, and others. While there’s a place for theory, ethics, and statistical methods, librarians need a tool to help them acquire enough facility with R to utilize Data Science skills in their daily work, no matter what type of library they work at (academic, public or special). By walking through each skill and its application to library work before walking the reader through each line of code, this book will support librarians who want to apply Data Science in their daily work.

Название: Category Theory: Invariances and Symmetries in Computer Science
Автор: Zoran Majkic
Издательство: De Gruyter
Год: 2023
Страниц: 436
Язык: английский
Формат: pdf (true), epub
Размер: 54.2 MB

This book presents the formal definition of fundamental transformations in Category Theory as a mathematical language to be used in Computer Science modelling. The book focuses in particular on models with Global and Internal symmetries (in analogy to Field Theories like Quantum Mechanics and General Relativity). The second part of the book is dedicated to more advanced applications of Category Theory to Computer Science. In computer science, the lambda calculus made its first appearance in programming language LISP, which has been also the first formal programming language to use the procedures as objects of the language. Consequently, in LISP the programs and data are not distinguished, but they are all elements of a unique untyped universe. Anyway, in each programming practice, the types arise naturally, even starting from untyped universes, when the programming objects are categorized according to their usage or behavior. Since the first appearance of types in the programming language Algol 60, when the typing of variables was introduced to check at compile time the connection of instances of use with associated declarations, typing has been considered an essential method that guides a programmer in a design of a programming code.

Название: Computer Vision: Applications of Visual AI and Image Processing
Автор: Pancham Shukla, Rajanikanth Aluvalu, Shilpa Gite, Uma Maheswari V.
Издательство: De Gruyter
Год: 2023
Страниц: 370
Язык: английский
Формат: pdf (true), epub
Размер: 15.9 MB

This book focuses on the latest developments in the fields of visual AI, image processing and computer vision. It shows research in basic techniques like image pre-processing, feature extraction, and enhancement, along with applications in biometrics, healthcare, neuroscience and forensics. The book highlights algorithms, processes, novel architectures and results underlying machine intelligence with detailed execution flow of models. Artificial Intelligence (AI) has occupied almost all the fields of our lives nowadays by making machines work and think like humans. To build the ability to “see” the objects, identify scenes and act accordingly, machines should have “vision” ability. Computer Vision (CV) is considered as one of the most powerful yet challenging fields of AI. To provide visual interpretation and contextual understanding of the digital images and videos by the machines, CV and its applications are well adopted by all the domains. The state of the art of CV models are most useful for image and video analysis and prediction of various applications in real life. CV tackles all images and visual representation/interpretation-related problems using the machine’s cognitive abilities that are possible with the help of deep learning approaches. Hence, to make the readers aware about recent advances in CV image processing, this book was planned.