Название: Machine Learning for Computer and Cyber Security: Principle, Algorithms, and Practices (Cyber Ecosystem and Security) Автор: Brij B. Gupta (Editor), Quan Z. Sheng (Editor) Издательство: CRC Press Год: 2019 Формат: True PDF Страниц: 364 Размер: 18.4 Mb Язык: English
While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer networks (offline and online) from unauthorized access, botnets, phishing scams, etc. Machine learning is a branch of Computer Science which enables computing machines to adopt new behaviors on the basis of observable and verifiable data and information. It can be applied to ensure the security of the computers and the information by detecting anomalies using data mining and other such techniques.
Название: Bayesian Optimization and Data Science (SpringerBriefs in Optimization) Автор: Francesco Archetti, Antonio Candelieri Издательство: Springer Год: 2019 Формат: True PDF/ePub Страниц: 126 Размер: 16.2 Mb Язык: English
This volume brings together the main results in the field of Bayesian Optimization (BO), focusing on the last ten years and showing how, on the basic framework, new methods have been specialized to solve emerging problems from machine learning, artificial intelligence, and system optimization. It also analyzes the software resources available for BO and a few selected application areas. Some areas for which new results are shown include constrained optimization, safe optimization, and applied mathematics, specifically BO's use in solving difficult nonlinear mixed integer problems. The book will help bring readers to a full understanding of the basic Bayesian Optimization framework and gain an appreciation of its potential for emerging application areas. It will be of particular interest to the data science, computer science, optimization, and engineering communities.
Название: Applied Statistical Inference with MINITAB®, Second Edition Автор: Sally A. Lesik Издательство: Chapman and Hall/CRC Год: 2019 Формат: True PDF Страниц: 496 Размер: 15.5 Mb Язык: English
Applied Statistical Inference with MINITAB, Second Edition distinguishes itself from other introductory statistics textbooks by focusing on the applications of statistics without compromising mathematical rigor. It presents the material in a seamless step-by-step approach so that readers are first introduced to a topic, given the details of the underlying mathematical foundations along with a detailed description of how to interpret the findings, and are shown how to use the statistical software program Minitab to perform the same analysis.
Название: Applied Machine Learning for Smart Data Analysis (Computational Intelligence in Engineering Problem Solving) Автор: Nilanjan Dey (Editor), Sanjeev Wagh (Editor), Parikshit N. Mahalle (Editor), Mohd. Shafi Pathan (Editor) Издательство: CRC Press Год: 2019 Формат: True PDF Страниц: 243 Размер: 10 Mb Язык: English
The book focuses on how machine learning and the Internet of Things (IoT) has empowered the advancement of information driven arrangements including key concepts and advancements. Ontologies that are used in heterogeneous IoT environments have been discussed including interpretation, context awareness, analyzing various data sources, machine learning algorithms and intelligent services and applications. Further, it includes unsupervised and semi-supervised machine learning techniques with study of semantic analysis and thorough analysis of reviews. Divided into sections such as machine learning, security, IoT and data mining, the concepts are explained with practical implementation including results.
Название: Algorithm Design Practice for Collegiate Programming Contests and Education Автор: Yonghui Wu, Jiande Wang Издательство: Routledge Год: 2018 Формат: True PDF Страниц: 706 Размер: 10.7 Mb Язык: English
This book can be used as an experiment and reference book for algorithm design courses, as well as a training manual for programming contests. It contains 247 problems selected from ACM-ICPC programming contests and other programming contests. There's detailed analysis for each problem. All problems, and test datum for most of problems will be provided online. The content will follow usual algorithms syllabus, and problem-solving strategies will be introduced in analyses and solutions to problem cases. For students in computer-related majors, contestants and programmers, this book can polish their programming and problem-solving skills with familarity of algorithms and mathematics.
Название: Видео книга «Уроки Joomla! 1.5.x» Автор: Коллектив авторов Жанр: Учебное пособие Издательство: Design-Genetics-Studio Год: 2009 Страниц: 100+ Язык: Русский Формат: iso Размер: 1,6 Gb
В видео уроках рассказывается о Joomla! - системе управления содержимым (CMS - Content Management System). Видео книга проведет вас через все этапы разработки веб-сайта на основе Joomla!. Видео книга содержит краткий обзор приемов управления системой и рассказывает о ключевых концепциях организации информационного наполнения, редактировании и шаблонах.
Название: R Companion to Elementary Applied Statistics Автор: Christopher Hay-Jahans Издательство: Routledge Год: 2019 Формат: true pdf/rtf Страниц: 376 Размер: 10 Mb Язык: English
The R Companion to Elementary Applied Statistics includes traditional applications covered in elementary statistics courses as well as some additional methods that address questions that might arise during or after the application of commonly used methods. Beginning with basic tasks and computations with R, readers are then guided through ways to bring data into R, manipulate the data as needed, perform common statistical computations and elementary exploratory data analysis tasks, prepare customized graphics, and take advantage of R for a wide range of methods that find use in many elementary applications of statistics.
Название: Head First Go: A Brain-Friendly Guide Автор: Jay McGavren Издательство: O'Reilly Media Год: 2019 Формат: epub Страниц: 560 Размер: 113.8 Mb Язык: English
What will you learn from this book? Go makes it easy to build software that’s simple, reliable, and efficient. Andthis book makes it easy for programmers like you to get started. Googledesigned Go for high-performance networking and multiprocessing, but—like Python and jаvascript—the language is easy to read and use. With thispractical hands-on guide, you’ll learn how to write Go code using clearexamples that demonstrate the language in action. Best of all, you’ll understandthe conventions and techniques that employers want entry-level Godevelopers to know.
Название: Проектный практикум по проектированию информационных систем Автор: Нарваткина Н.С. Издательство: РГППУ Год: 2019 Страниц: 109 Язык: русский Формат: pdf, djvu Размер: 10.1 MB
В настоящее время унифицированный язык моделирования - UML, является, пожалуй, самой модной технологией в области программной инженерии. Почему это так? Дело в том, что UML позволяет системным архитекторам представлять свое видение системы в виде набора стандартных диаграмм, которые, к тому же, служат отличным средством коммуникации в команде разработчиков и прекрасным помощником в общении с заказчиком. И при всем этом, UML - достаточно логичная и простая для изучения нотация, навыками использования которой, без сомнения, должен овладеть любой специалист, собирающийся работать в области программной инженерии.
Название: Python Programming: A Smart and Easy Way to Learn Python Programming for Absolute Beginners Автор: Martin C. Rodriguez Издательство: Amazon Digital Services LLC Год: 2019 Страниц: 118 Язык: английский Формат: epub, pdf (conv) Размер: 10.1 MB
If you are really serious about Python programming and want to get into the real programming world? Or perhaps you know other programming languages but you are interested in learning Python 3 language fast than ever? If the answer to these questions is yes... then you are in the right place. Why? Because this is the only book that comes with Real World Examples (grasp any concept right away), Interactive Codes (thoroughly tested and proofread by experts) and Expert Tips and Tricks (stand out from the crowd). A Perfect Choice for those who don't know Python programming, hate wasting time or want zero confusion.
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