Название: Big Data Analytics in Chemoinformatics and Bioinformatics: With Applications to Computer-Aided Drug Design
Автор: Subhash C. Basak, Marjan Vracko
Издательство: Elsevier
Год: 2023
Страниц: 434
Язык: английский
Формат: pdf
Размер: 20.0 MB

Big Data Analytics in Chemoinformatics and Bioinformatics: With Applications to Computer-Aided Drug Design, Cancer Biology, Emerging Pathogens and Computational Toxicology provides an up-to-date presentation of Big Data analytics methods and their applications in diverse fields. The proper management of Big Data for decision-making in scientific and social issues is of paramount importance. This book gives researchers the tools they need to solve Big Data problems in these fields. It begins with a section on general topics that all readers will find useful and continues with specific sections covering a range of interdisciplinary applications.

Название: Data Conscience: Algorithmic Siege on our Humanity
Автор: Brandeis Hill Marshall
Издательство: Wiley
Год: 2023
Страниц: 355
Язык: английский
Формат: pdf (true), epub (true)
Размер: 33.6 MB

Data conscience algorithmic s1ege on our hum4n1ty explore how d4ta structures c4n help or h1nder soc1al equ1ty. Data has enjoyed ‘bystander’ status as we’ve attempted to digitize responsibility and morality in tech. In fact, data’s importance should earn it a spot at the center of our thinking and strategy around building a better, more ethical world. I first have to address the four-letter trendy buzzword: code. Computer programming, aka coding, is the planning, designing, implementing, executing, testing, and maintaining of algorithms in a specific computer programming language. The linchpin in coding is being good at building algorithms.

Название: Microsoft Power BI Data Analyst Certification Companion: Preparation for Exam PL-300
Автор: Jessica Jolly
Издательство: Apress
Год: 2023
Страниц: 402
Язык: английский
Формат: epub (true)
Размер: 60.9 MB

Use this book to study for the PL-300 Microsoft Power BI Data Analyst exam. The book follows the “Skills Measured” outline provided by Microsoft to help focus your study. Each topic area from the outline corresponds to an area covered by the exam, and the book helps you build a good base of knowledge in each area. Each topic is presented with a blend of practical explanations, theory, and best practices. Power BI is more than just the Power BI Desktop or the Power BI Service. It is two distinct applications and an online service that, together, enable business users to gather, shape, and analyze data to generate and present insights. This book clearly delineates the purpose of each component and explains the key concepts necessary to use each component effectively. Each chapter provides best practices and tips to help an inexperienced Power BI practitioner develop good habits that will support larger or more complex analyses. Many business analysts come to Power BI with a wealth of experience in Excel and particularly with pivot tables. Some of this experience translates readily into Power BI concepts. This book leverages that overlap in skill sets to help seasoned Excel users overcome the initial learning curve in Power BI, but no prior knowledge of any kind is assumed, terminology is defined in non-technical language, and key concepts are explained using analogies and ideas from experiences common to any reader.

Название: Practical Data Analytics for Innovation in Medicine: Building Real Predictive and Prescriptive Models in Personalized Healthcare and Medical Research Using AI, ML, and Related Technologies, 2nd Edition
Автор: Gary D. Miner, Linda A. Miner, Scott Burk
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 578
Язык: английский
Формат: pdf (true), epub
Размер: 49.1 MB

Practical Data Analytics for Innovation in Medicine: Building Real Predictive and Prescriptive Models in Personalized Healthcare and Medical Research Using Artificial Intelligence (AI), Machine Learning (ML), and Related Technologies, Second Edition discusses the needs of healthcare and medicine in the 21st century, explaining how data analytics play an important and revolutionary role. With healthcare effectiveness and economics facing growing challenges, there is a rapidly emerging movement to fortify medical treatment and administration by tapping the predictive power of Big Data, such as predictive analytics, which can bolster patient care, reduce costs, and deliver greater efficiencies across a wide range of operational functions. Some of the tutorials use TIBCO-STATISTICA, others use SAS-Enterprise Miner or R-Rattle, and others use KNIME. This software is not provided on this book’s companion web page, but you can use a search engine to find the SAS, KNIME, and R websites and download what is available or find out how to get an evaluation copy (if available). In fact, in the tutorial using R-Rattle, instructions are provided on how to do this (realizing that the specific URL may have changed by the time you are reading this, and you will have to search further). KNIME and R are “freeware” or have free versions available to download from their web pages.

Название: Power BI. Передовые методы оптимизации: Полное руководство по построению стабильно быстрых решений в Microsoft Power BI
Автор: Бхавик Мерчант
Издательство: ДМК Пресс
Год: 2023
Страниц: 284
Язык: русский
Формат: pdf
Размер: 22,0 MB

Эта книга научит вас поддерживать решения Power BI любой степени сложности с минимальными усилиями. Вы узнаете, как проводить оптимизацию на всех слоях Power BI - начиная с рабочей области отчета и заканчивая моделированием данных, их преобразованием, хранением и архитектурой. Выясните, что необходимо сделать, чтобы при масштабировании проекта не страдало его быстродействие. Научитесь определять распространенные ошибки на этапе проектирования данных, приводящие к снижению эффективности решения и расходованию лишней памяти. Мы рассмотрим все настройки, которые могут негативно сказываться на производительности. Вместе мы пройдем по всем слоям типичного решения Power BI и узнаем, что необходимо сделать, чтобы при масштабировании проекта не страдало его быстродействие. Начнем мы со слоя данных и постепенно поднимемся до уровня дизайна отчетов. Попутно мы рассмотрим варианты лицензирования Power BI Premium, включая процесс планирования загрузки и нагрузочное тестирование, и поговорим о службах Azure, позволяющих обеспечить дополнительное масштабирование.

Название: Research Practitioner's Handbook on Big Data Analytics
Автор: S. Sasikala, Renuka Devi D., Raghvendra Kumar
Издательство: CRC Press/Apple Academic Press
Год: 2023
Страниц: 310
Язык: английский
Формат: pdf (true)
Размер: 27.9 MB

This new volume addresses the growing interest in and use of Big Data analytics in many industries and in many research fields around the globe; it is a comprehensive resource on the core concepts of Big Data analytics and the tools, techniques, and methodologies. The book gives the why and the how of Big Data analytics in an organized and straightforward manner, using both theoretical and practical approaches. The book’s authors have organized the contents in a systematic manner, starting with an introduction and overview of Big Data analytics and then delving into pre-processing methods, feature selection methods and algorithms, Big Data streams, and Big Data classification. Such terms and methods as swarm intelligence, data mining, the bat algorithm and genetic algorithms, Big Data streams, and many more are discussed.

Название: Complete A+ Guide to IT Hardware and Software: CompTIA A+ Exams 220-1101 & 220-1102, 9th Edition
Автор: Cheryl A. Schmidt, Christopher A. Lee
Издательство: Pearson Education
Год: 2023
Страниц: 2122
Язык: английский
Формат: epub (true)
Размер: 122.8 MB

This is your all-in-one, real-world, full-color guide to connecting, managing, and troubleshooting modern devices and systems in authentic IT scenarios. Its thorough instruction built on the CompTIA A+ Core 1 (220-1101) and Core 2 (220-1102) exam objectives. Award-winning instructor Cheryl Schmidt also addresses widely-used legacy technologies making this the definitive resource for mastering the tools and technologies you'll encounter in real IT and business environments. Schmidt's emphasis on both technical and soft skills will help you rapidly become a well-qualified, professional, and customer-friendly technician.

Название: Big Data Analytics in Fog-Enabled IoT Networks: Towards a Privacy and Security Perspective
Автор: Govind P. Gupta, Rakesh Tripathi, Brij B. Gupta, Kwok Tai Chui
Издательство: CRC Press
Год: 2023
Страниц: 233
Язык: английский
Формат: pdf (true)
Размер: 31.5 MB

The integration of fog computing with the resource-limited Internet of Things (IoT) network formulates the concept of the fog-enabled IoT system. Due to a large number of IoT devices, the IoT is a main source of Big Data. A large volume of sensing data is generated by IoT systems such as smart cities and smart-grid applications. A fundamental research issue is how to provide a fast and efficient data analytics solution for fog-enabled IoT systems. Big Data Analytics in Fog-Enabled IoT Networks: Towards a Privacy and Security Perspective focuses on Big Data analytics in a fog-enabled-IoT system and provides a comprehensive collection of chapters that touch on different issues related to healthcare systems, cyber-threat detection, malware detection, and the security and privacy of IoT Big Data and IoT networks. This book also emphasizes and facilitates a greater understanding of various security and privacy approaches using advanced Artificial Intelligence and Big Data technologies such as Machine Learning and Deep Learning, Federated Learning, blockchain, and edge computing, as well as the countermeasures to overcome the vulnerabilities of the fog-enabled IoT system.

Название: Hacker's Manual - 14th Edition 2023
Автор: Jon White (Editor)
Издательство: Future Publishing
Год: 2023
Страниц: 148
Язык: английский
Формат: pdf (true)
Размер: 105.0 MB

Welcome to the 2023 edition of the Hacker's Manual! You hold in your hands 148 pages of Linux hacking tutorials, guides and features from the experts at Linux Format magazine - the home of open source software. Over 80 hacking tutorials to get your teeth into! Networking – dive into the protocols, build a network and analyse your traffic. Sysadmin – harness the power of Docker and learn time-saving terminal tricks. Hacking – get a full Linux OS on your phone and hack your distro for speed. Privacy – give The Man the slip and protect your privacy with our help.

Название: Powershell 101 Getting Started With Functions
Автор: Adam Bertram
Издательство: ATA Learning
Год: 2022
Язык: английский
Формат: pdf
Размер: 10.2 MB

Support ATA Learning and its writers and learn how to get a jumpstart on building PowerShell functions from PowerShell subject matter experts! Take your PowerShell skills to the next level with functions! Functions are a core component of PowerShell and a topic you must understand to build great PowerShell tools. This tutorial-based guidebook contains independent PowerShell tutorials written with the beginner in mind by PowerShell subject matter experts to help you understand how functions work and how to get started creating them today! Once you get accustomed to writing PowerShell scripts, you need to learn about code modularization. Modularization is just a fancy word for creating code in building blocks. In the PowerShell world, PowerShell functions are one of the best ways to do this. When you write a PowerShell script, you have many options on how you write the code. You could write a thousand lines of code that do hundreds of tasks, all in a single, uninterrupted block of code. That would be a disaster. Instead, you should write functions. Functions dramatically increase the usability and readability of your code, making it much easier to work with.