Название: Secure Data Mining
Автор: Jocelyn O. Padallan
Издательство: Arcler Press
Год: 2022
Страниц: 244
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Data mining is a process to extract useful knowledge from large amounts of data. To conduct data mining, we often need to collect data. However, privacy concerns may prevent people from sharing the data and some types of information about the data. How we conduct data mining without breaching data privacy presents a challenge. Secure Data Mining provides solutions to the problem of data mining without compromising data privacy. This professional book is designed for practitioners and researchers in industry, as well as a secondary textbook for advanced-level students in Computer Science. Fundamentals and basic concepts regarding data mining are given in Chapter 1 which include data types, information gained from the data, and usefulness of the data mined. Chapter 2 provides detailed knowledge about the security of the data in the process of data mining. A number of approaches of security including classification and detection of data, clustering of data, intrusion detection systems etc. are discussed in this chapter. Classification approaches of the data are discussed in Chapter 3 of this book. Categorization of data and categorization techniques, preprocessing of data and feature selection are the presented in this chapter. Chapter 4 discusses the application of secure data mining in fraud detection. This chapter gives overview of the existing fraud detection systems and compares it with the secure system of fraud detection.

Название: Data Fabric and Data Mesh Approaches with AI: A Guide to AI-based Data Cataloging, Governance, Integration, Orchestration, and Consumption
Автор: Eberhard Hechler, Maryela Weihrauch, Yan (Catherine) Wu
Издательство: Apress
Год: 2023
Страниц: 440
Язык: английский
Формат: pdf (true), epub
Размер: 41.6 MB

Understand modern data fabric and data mesh concepts using AI-based self-service data discovery and delivery capabilities, a range of intelligent data integration styles, and automated unified data governance—all designed to deliver "data as a product" within hybrid cloud landscapes. This book teaches you how to successfully deploy state-of-the-art data mesh solutions and gain a comprehensive overview on how a data fabric architecture uses Artificial Intelligence (AI) and Machine Learning (ML) for automated metadata management and self-service data discovery and consumption. You will learn how data fabric and data mesh relate to other concepts such as data DataOps, MLOps, AIDevOps, and more. Many examples are included to demonstrate how to modernize the consumption of data to enable a shopping-for-data (data as a product) experience.

Название: Windows 10 For Beginners - 15th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год выхода: 2023
Страниц: 122
Формат: PDF
Размер: 82,5 MB
Язык: английский

Windows 10 For Beginners is the first and only choice if you are new adopter and want to learn everything you’ll need to get started with your new 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 new user guide you will clearly learn all you need to know about out of the box set up, getting to grips with the more advanced features and discover a huge array of amazing apps. With this unofficial instruction manual at your side no problem will be unsolvable, no question unanswered as you learn, explore and enhance your user experience.

Название: Think Like a Data Analyst (MEAP v3)
Автор: Mona Khalil
Издательство: Manning Publications
Год: 2023
Страниц: 207
Язык: английский
Формат: pdf, epub
Размер: 17.9 MB

Learn the technical and soft skills you need to succeed in your career as a data analyst. Think Like a Data Analyst is full of sage advice on how to be an effective data analyst in a real production environment. Inside, you’ll find methods that maximize the impact of your work, from choosing the right analysis approach to effectively communicating with stakeholders. You’ll soon understand the nuances and challenges of real data science projects, with the kind of insights that only come from years of experience. Without doubt, technical skills in Python, R, SQL, along with knowledge of statistics and data science are vital to your success as an analyst. However, they’re only part of the picture. This one-of-a-kind guide reveals the soft skills, best practices, and tools that help you maximize your effectiveness and deliver accurate data-driven decisions in your organization.

Название: Queries, VLookup, XLookup & Co.: Find information and match values in Excel 365 and 2021 (Short & Spicy)
Автор: Ina Koys
Издательство: Independently published
Год: 2023
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Excel can take large data sets. But getting hold of required data can be tricky. Here, different possibilities are explained: The filter and the VLOOKUP() which are often heard of, but not really mastered. But there are more options like the Advanced filter, IF(), Database functions and the new, cutting-edge ones like SWITCH() and the brand new, very convenient XLOOKUP(). Excel worksheets often contain huge datasets. All important information is somewhere within them; finding it is a whole different thing. And once it’s found it may need some processing. Therefore, we’ll be covering known, less known, and brand-new ways of filtering, evaluation with database functions and a number of ways to query, applying custom conditions. To get it done, there’s a set of different possibilities, traditional ones and also the cutting-edge ones, so far confined to the users of Excel 365. All are explained with examples and their specific benefits and downsides.

Название: Linux For Beginners – 15th Edition 2023
Издательство: Papercut
Год: 2023
Страниц: 88
Формат: PDF
Размер: 64,3 MB
Язык: английский

This book contains detailed information about Linux, its main features and capabilities. You will learn how to install Linux on your computer, work with the command line, manage users and files, as well as create network connections and configure various services. The book also provides real examples of programs you can create with Bash scripts. This book is an excellent resource for beginner Linux programmers and will be useful for both professionals and amateurs. In it, you'll find everything you need to get started in the world of Linux programming and build amazing apps.

Название: The Way of dаta: From Technology to Applications
Автор: Wu Hequan, Zheng Weimin
Издательство: World Scientific Publishing
Год: 2023
Страниц: 200
Язык: английский
Формат: pdf (true)
Размер: 18.9 MB

Everyone is already in the era of Big Data. It is gradually changing people's lifestyles. Therefore, it is necessary to explore the development path of Big Data, balance the relationship between technology, policy, and the market, so that it can better serve human society.This comprehensive book introduces what Big Data is, Big Data processing systems, Big Data management technologies, and Big Data analysis methods in an easy-to-understand language. It explains the specific applications of Big Data in smart government affairs, economic development, and the improvement of people's livelihood and welfare. Big Data, as described by Gartner, the world’s leading IT research and advisory firm, is a massive, high-growth, and diverse information asset that requires new processing models to provide greater decision-making, insight discovery, and process optimization.

Название: Power BI for Jobseekers: Learn how to create interactive dashboards and reports, and gain insights from the data
Автор: Alan Murray
Издательство: BPB Publications
Год: 2023
Страниц: 536
Язык: английский
Формат: pdf (true)
Размер: 28.1 MB

Power BI is a powerful Business Intelligence tool developed by Microsoft that helps you connect, analyze, and visualize data from a wide range of sources. If you are looking to gain a solid understanding of Power BI, then this book is for you. This book starts by covering the fundamentals of using the tool. It then teaches you how to import data from various sources, use DAX calculations, and take advantage of many visualization and filtering features in Power BI to create visually appealing and informative reports. Finally, the book covers different ways to share your Power BI reports and dashboards with others. By learning Power BI, you can stay ahead of the competition and gain a competitive edge in the field of data analysis and visualization. Learning Power BI will give you the edge over others who still use over-priced, rigid, and limited tools. The Microsoft data platform is the leader in the analytics and BI market. This book will demonstrate the demand for data analytics skills by businesses today, where you can find work and what employers will expect from you. It then takes you on a practical guide to Microsoft Power BI. No prior knowledge is required. This is a comprehensive beginners guide to Power BI.

Название: The Complete Linux Coding Manual - 3rd Edition 2023
Издательство: Papercut Limited
Год: 2023
Страниц: 148
Формат: PDF
Размер: 119 MB
Язык: English

Discover everything you need to know to master coding with the Linux OS! Those who have adopted the open source world into their digital life have found this remarkable operating system, and the available free programs it offers, a breath of fresh air. Linux offers the user a fast, secure environment, free from bloated software, to work and play on. Not only are you able to configure it to your own personal tastes, you can also enjoy a superb everyday desktop operating system that’s developed by a community of like-minded users. So join our team of experts as they take you through new guides and tutorials to help you build your knowledge with each new issue.

Название: Office 365 with SharePoint Online Cookbook Solutions: Maximize your productivity with Office 365 and SharePoint Online
Автор: Alex Pollard
Издательство: BPB Publications
Год: 2023
Страниц: 442
Язык: английский
Формат: pdf (true)
Размер: 41.2 MB

In this book, you will get an in-depth understanding of the Microsoft Office 365 (O365) platform from various angles such as Implementations, Set Up, Administrations, Out of the Box (OOB) development, custom solutions development, and business process automation. We will start with a high-level platform overview and what it is used for and then slowly continue diving deeper into the topic and have some practice samples. We will also look at a wide variety of technologies and techniques associated with O365 and induced applications scuh as SharePoint, OneDrive, Exchange, Teams, and so on. The book will be useful to people who are learning about Microsoft Office 365 as well as professionals who would like to switch their focus from other similar platforms or want to enhance O365 knowledge. You will learn how to use technologies and frameworks such as PowerApps, Power Automate, SharePoint Designer, InfoPath, Office 365 Admin center, SQL and Security and Compliance center, as well as React, SPFX, PnP and PowerShell. Microsoft 365 provides tools for managing organizational tasks like content management, communication, report creation, and business automation processes. With this book, you’ll get to grips with enabling workspace collaboration using Microsoft SharePoint Online, Teams, and the Power Platform.