Название: Practical Data Privacy: Enhancing Privacy and Security in Data (6th Early Release)
Автор: Katharine Jarmul
Издательство: O’Reilly Media, Inc.
Год: 2023-03-02
Страниц: 384
Язык: английский
Формат: epub
Размер: 10.6 MB

Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure for data scientists to ensure data privacy. Unfortunately, integrating privacy into your data science workflow is still complicated. This essential guide will give you solid advice and best practices on breakthrough privacy-enhancing technologies such as encrypted learning and differential privacy--as well as a look at emerging technologies and techniques in the field. Federated Learning (FL) and distributed Data Science provide new ways to think about how you do data analysis by keeping data at the edge: on phones, laptops, edge services — or even on-premise architecture or separate cloud architecture when working with partners. The data is not collected or copied to your own cloud or storage before you do analysis or Machine Learning.

Название: The Complete Android User Manual - 17th Edition 2023
Автор: Papercut Ltd
Издательство: Papercut Ltd
Год: 2023
Страниц: 142
Язык: английский
Формат: pdf (true)
Размер: 49.4 MB

Узнайте все, что вам нужно, чтобы получить максимальную отдачу от вашего устройства Android! Выбор нового телефона или планшета Android - это только первый шаг на пути к получению максимальной отдачи от этой мощной и адаптируемой операционной системы. Если вы новичок в Android, вы почти наверняка будете задавать вопросы о том, как делать то, что вам нужно, - от отклонения звонков с помощью сообщения до защиты устройства от вирусов. Это руководство по началу работы было тщательно составлено, чтобы ответить на эти вопросы, а затем, надеюсь, открыть вам глаза на то, как много еще может Android. 100% неофициальное.

Название: Big Data, Cloud Computing and IoT: Tools and Applications
Автор: Sita Rani, Pankaj Bhambri, Aman Kataria, Alex Khang, Arun Kumar Sivaraman
Издательство: CRC Press
Год: 2023
Страниц: 259
Язык: английский
Формат: pdf (true)
Размер: 40.1 MB

Cloud computing, the Internet of Things (IoT), and Big Data are three significant technological trends affecting the world's largest corporations. This book discusses big data, cloud computing, and the IoT, with a focus on the benefits and implementation problems. In addition, it examines the many structures and applications pertinent to these disciplines. Also, Big Data, Cloud Computing, and the IoT are proposed as possible study avenues. The Internet of Things (IoT), Big Data, and Cloud computing are all independent but complementary fields of study. The integration of three technologies provides synergy and a great chance for organizations to reap the enormous benefits of integration. Artificial Intelligence (AI) skills that are based on Machine Learning (ML) breakthroughs are the next big thing in the software industry. There is a lot of interest in Big Data analytics and Deep Learning in Data Science. Deep Learning is a strong technique for Big Data analytics when raw data is unlabeled and uncategorized, because it can analyze and learn from vast volumes of unsupervised data.

Название: Beginning Database Design Solutions: Understanding and Implementing Database Design Concepts for the Cloud and Beyond, 2nd Edition
Автор: Rod Stephens
Издательство: Wiley
Год: 2023
Страниц: 739
Язык: английский
Формат: pdf (true)
Размер: 27.8 MB

A concise introduction to database design concepts, methods, and techniques in and out of the cloud. In the newly revised second edition of Beginning Database Design Solutions: Understanding and Implementing Database Design Concepts for the Cloud and Beyond, Second Edition , award-winning programming instructor and mathematician Rod Stephens delivers an easy-to-understand guide to designing and implementing databases both in and out of the cloud. Without assuming any prior database design knowledge, the author walks you through the steps you’ll need to take to understand, analyze, design, and build databases.

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: Windows 11 Tricks and Tips - 6th Edition, 2023
Автор: Papercut Ltd
Издательство: Papercut Ltd
Год выхода: 2023
Страниц: 104
Формат: PDF
Язык: English
Размер: 50,2 MB

Windows 11 Tricks and Tips is the one stop user guide for the new desktop or laptop computer adopter or those want to learn everything you’ll need to get started with Microsoft’s operating system. 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 computer and apps by first understanding the operating system that powers them. With this unofficial instruction manual at your side no problem will be unsolvable, no question unanswered as you learn, explore and enhance your Windows 11 user experience.

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.