Название: Practical Data Privacy: Solving Privacy and Security Problems in Your Data Science Workflow (Fifth Early Release)
Автор: Katharine Jarmul
Издательство: O’Reilly Media, Inc.
Год: 2023-01-27
Страниц: 306
Язык: английский
Формат: epub (true), mobi
Размер: 14.2 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. In this chapter, you’ll learn how this works in practice and determine when this approach is appropriate for a given use case. You’ll also evaluate how to offer privacy via other tools, along with what types of data or engineering problems federated approaches can solve and which are a poor fit. In Data Science, you are almost always using distributed data. Every time you start up a Kubernetes or Hadoop cluster or use a multi-cloud setup for data analysis, your data is de facto distributed.

Название: Advancements in Quantum Blockchain With Real-time Applications
Автор: Mahendra Kumar Shrivas, Kamal Kant Hiran, Ashok Bhansali
Издательство: IGI Global
Серия: Advances in Data Mining and Database Management
Год: 2022
Страниц: 311
Язык: английский
Формат: epub (true)
Размер: 18.9 MB

The amalgamation of post-quantum cryptography in cyber-physical systems makes the computing system secure and also generates opportunities in areas like smart contracts, quantum blockchain, and smart security solutions. Sooner or later, all computing and security systems are going to adopt quantum-proof cryptography to safeguard these systems from quantum attacks. Post-quantum cryptography has tremendous potential in various domains and must be researched and explored further to be utilized successfully. Advancements in Quantum Blockchain With Real-Time Applications considers various concepts of computing such as quantum computing, post-quantum cryptography, quantum attack-resistant blockchain, quantum blockchains, and multidisciplinary applications and real-world use cases. The book also discusses solutions to various real-world problems within the industry. Covering key topics such as cybersecurity, data management, and smart society, this reference work is ideal for computer scientists, industry professionals, academicians, practitioners, scholars, researchers, instructors, and students, as it covers crucial topics like cybersecurity, data management, and the smart society.

Название: Convergence of Big Data Technologies and Computational Intelligent Techniques
Автор: Govind P. Gupta
Издательство: IGI Global
Год: 2023
Страниц: 233
Язык: английский
Формат: epub (true)
Размер: 16.0 MB

Advanced Computational Intelligence (CI) techniques have been designed and developed in recent years to cope with various Big Data challenges and provide fast and efficient analytics that assist in making critical decisions. With the rapid evolution and development of internet-based services and applications, this technology is receiving attention from researchers, industries, and academic communities and requires additional study. Convergence of Big Data Technologies and Computational Intelligent Techniques considers recent advancements in Big Data and Computational Intelligence across fields and disciplines and discusses the various opportunities and challenges of adoption. Covering topics such as Deep Learning, data mining, smart environments, and high-performance computing, this reference work is crucial for computer scientists, engineers, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.

Название: Data Quality: Empowering Businesses with Analytics and AI
Автор: Prashanth Southekal
Издательство: Wiley
Год: 2023
Страниц: 302
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Discover how to achieve business goals by relying on high-quality, robust data. In Data Quality: Empowering Businesses with Analytics and AI, veteran data and analytics professional delivers a practical and hands-on discussion on how to accelerate business results using high-quality data. In the book, you’ll learn techniques to define and assess data quality, discover how to ensure that your firm’s data collection practices avoid common pitfalls and deficiencies, improve the level of data quality in the business, and guarantee that the resulting data is useful for powering high-level analytics and Artificial Intelligence (AI) applications. An essential resource for data scientists, data analysts, business intelligence professionals, chief technology and data officers, and anyone else with a stake in collecting and using high-quality data, Data Quality: Empowering Businesses with Analytics and AI will also earn a place on the bookshelves of business leaders interested in learning more about what sets robust data apart from the rest.

Название: Learn SQL in a Month of Lunches (MEAP v3)
Автор: Jeff Iannucci
Издательство: Manning Publications
Год: 2023
Страниц: 110
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

This book is designed for all SQL beginners, including those who are not necessarily software developers. It emphasizes practical ways to use SQL, rather than theoretical, helping you quickly assimilate the basics needed to begin implementing what you’ve learned. If you know how to use Windows or MacOS and have experience using spreadsheet applications, then you absolutely are ready to start learning how to use SQL to read and manipulate data, create database objects, and more. Structured Query Language (SQL) is the standard way to get specific datasets out of large relational databases. If you use Excel, Tableau, or PowerBI to crunch business data, you’ve probably seen a lot of SQL already. And guess what? It’s easy to master the most useful parts of SQL! In just a few quick lessons, you can learn to write your own queries, modify existing SQL statements, and add a new superpower to your bag of tricks.

Название: Writing for Data Scientists: How to build a career writing about Data Science and Machine Learning
Автор: Derrick Mwiti
Издательство: Leanpub
Год: 2022
Страниц: 112
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

Build a career while doing technical wriitng. I earned $300 for my first paid Data Science and Machine Learning article. I get paid between $250 and $500 for each Data Science article I write. In this ebook, I'll show you how you too, can earn while writing about Data Science and Machine Learning. There are infinite levels of understanding and comprehension of data science and machine learning concepts. When we try to explain a particular concept concisely and clearly, we start to go through levels of our understanding and ask ourselves questions we never thought of before.

Название: Визуализация данных при помощи дашбордов и отчетов в Excel
Автор: Куслейка Д.
Издательство: ДMK
Год: 2021 (2022)
Cтраниц: 338
Формат: pdf
Размер: 19 мб
Язык: русский

Эта книга научит вас мыслить новыми категориями, а не просто представлять данные в виде строк и столбцов. Вы сможете перекинуть мостик от элементарной работы с данными к их систематизации и выстраиванию на их основе полноценных историй.

Название: Windows 10 For Beginners - 13th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 122
Язык: английский
Формат: pdf
Размер: 58,5 MB

От отправки электронной почты и общения в WhatsApp или Skype до настройки меню "Пуск" и использования Windows Defender - это руководство наполнено пошаговыми инструкциями, которые идеально подходят для начинающих пользователей Windows 10. Если вы уже давно пользуетесь Windows или только что купили свой первый компьютер с Windows 10, в этом руководстве вы найдете полезные советы, важные рекомендации и все, что вам нужно, чтобы поднять свои компьютерные знания на новый уровень. Наши пошаговые руководства и учебники позволяют легко получить максимум от вашего компьютера, и на каждой странице можно узнать что-то новое. В том числе некоторые из самых важных элементов Windows 10, о которых должен знать каждый, кто пользуется компьютером в Интернете, - функции безопасности и конфиденциальности. Так чего же вы ждете? Переверните страницу и начните создавать свое представление о Windows 10!

Название: AZ-104: Microsoft Azure Administrator: Study Guide with Practice Questions & Labs, 2nd Edition
Автор: Nouman Ahmed Khan
Издательство: IPSpecialist
Год: 2022
Страниц: 563
Язык: английский
Формат: epub (true)
Размер: 32.7 MB

PASS THE LATEST Azure Administrator EXAM with Confidence in just 4 Weeks!!! Are you looking to learn about the foundational knowledge of Azure and how they are implemented using Microsoft Azure services? This book is an ideal resource to start your journey with confidence. No prior experience in Cloud is required. Azure, like Google and Amazon Cloud Platforms, is Microsoft's Cloud Platform. It is typically a platform that allows us to use Microsoft tools. It is very easy to create Linux based virtual machine in Microsoft Azure. The Azure platform has a variety of Linux images that provide you with a way to create virtual machines. These Linux images are built from a variety of Linux distributions like Ubuntu, Red Hat, and others. This latest Microsoft Azure Administrator AZ-104 Exam Prep Specialization consists of four courses that will act as a bedrock of fundamental knowledge to prepare you for the AZ-104 certification exam and for a career in the cloud.

Название: Exam Ref PL-900 Microsoft Power Platform Fundamentals
Автор: Craig Zacker
Издательство: Microsoft Press/Pearson Education
Год: 2021
Страниц: 354
Язык: английский
Формат: epub (true)
Размер: 32.3 MB

Prepare for Microsoft Exam PL-900: Demonstrate your real-world knowledge of the fundamentals of Microsoft Power Platform, including its business value, core components, and the capabilities and advantages of Power BI, Power Apps, Power Automate, and Power Virtual Agents. Designed for business users, functional consultants, and other professionals, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified: Power Platform Fundamentals level. Exam PL-900 focuses on knowledge needed to describe the value of Power Platform services and of extending solutions; describe Power Platform administration and security; describe Common Data Service, Connectors, and AI Builder; identify common Power BI components; connect to and consume data; build basic dashboards with Power BI; identify common Power Apps components; build basic canvas and model-driven apps; describe Power Apps portals; identify common Power Automate components; build basic flows; describe Power Virtual Agents capabilities; and build and publish basic chatbots.