Название: Data Processing and Modeling with Hadoop: Mastering Hadoop Ecosystem Including ETL, Data Vault, DMBok, GDPR, and Various Data-Centric Tools
Автор: Vinicius Aquino do Vale
Издательство: BPB Publications
Год: 2022
Страниц: 358
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Understand data in a simple way using a data lake. The book 'Data Processing and Modeling with Hadoop' explains how a distributed system works and its benefits in the big data era in a straightforward and clear manner. After reading the book, you will be able to plan and organize projects involving a massive amount of data. The book describes the standards and technologies that aid in data management and compares them to other technology business standards. The reader receives practical guidance on how to segregate and separate data into zones, as well as how to develop a model that can aid in data evolution. It discusses security and the measures that are utilized to reduce the impact of security. Self-service analytics, Data Lake, Data Vault 2.0, and Data Mesh are discussed in the book.

Название: Modern Analytics Platforms: The Journey to Enterprise Agility
Автор: George Mount
Издательство: O’Reilly Media, Inc.
Год: 2021-10-12
Язык: английский
Формат: epub
Размер: 10.2 MB

As opposed to earlier analytics strategies, IT professionals now seek to collect data as is from any possible source of value. This data can be in a variety of formats, so few predefined rules or relationships are established for ingestion. Depending on the data size, data is processed in batch over discrete time periods, or in streams and events near real time. Because data cleaning is the last step, this process is sometimes referred to as extract-load-transform (ELT), as opposed to the ETL of earlier architectures. For data scientists and other technical professionals, faster access to more and more dynamic data better enables the rapid development of training sets of data for Machine Learning models. The ELT process allows for the construction of Machine Learning models, where computers are able to improve performance as more data is passed to them.

Название: Building the New Economy: Data as Capital
Автор: Alex Pentland, Alexander Lipton, Thomas Hardjono
Издательство: The MIT Press
Год: 2021
Страниц: 457
Язык: английский
Формат: epub
Размер: 10.1 MB

How to empower people and communities with user-centric data ownership, transparent and accountable algorithms, and secure digital transaction systems. Data is now central to the economy, government, and health systems—so why are data and the AI systems that interpret the data in the hands of so few people? Building the New Economy calls for us to reinvent the ways that data and Artificial Intelligence are used in civic and government systems. Arguing that we need to think about data as a new type of capital, the authors show that the use of data trusts and distributed ledgers can empower people and communities with user-centric data ownership, transparent and accountable algorithms, Machine Learning fairness principles and methodologies, and secure digital transaction systems.

Название: Linux Administration: A Beginner's Guide, Eighth Edition
Автор: Wale Soyinka
Издательство: McGraw-Hill Education
Год: 2020
Страниц: 689
Язык: английский
Формат: pdf (true), epub
Размер: 29.5 MB, 45.3 MB

Gain Essential Linux Administration Skills Easily. Effectively set up and manage popular Linux distributions on individual servers and build entire network infrastructures using this practical resource. Fully updated to cover the latest tools and techniques, Linux Administration: A Beginner’s Guide, Eighth Edition features clear explanations, step-by-step instructions, and real-world examples. Find out how to configure hardware and software, work from the command line or GUI, maintain Internet and network services, and secure your data. Performance tuning, virtualization, containers, software management, security, and backup solutions are covered in detail.

Название: Data Analysis with Microsoft Power BI
Автор: Brian Larson
Издательство: McGraw-Hill Education
Год: 2020
Формат: true pdf, epub
Страниц: 544
Размер: 25.2 Mb, 38.2 Mb
Язык: English

Explore, create, and manage highly interactive data visualizations using Microsoft Power BI
Extract meaningful business insights from your disparate enterprise data using the detailed information contained in this practical guide. Written by a recognized BI expert and bestselling author, Data Analysis with Microsoft Power BI teaches you the skills you need to interact with, author, and maintain robust visualizations and custom data models. Hands-on exercises based on real-life business scenarios clearly demonstrate each technique. Publishing your results to the Power BI Service (PowerBI.com) and Power BI Report Server are also fully covered.

Название: A Closer Look at Big Data Analytics
Автор: R. Anandan
Издательство: Nova Science Publishers, Inc.
Год: 2021
Страниц: 378
Язык: английский
Формат: pdf (true)
Размер: 12.8 MB

The main objective of this book is to write about issues, challenges, opportunities, and solutions in novel research projects about Big Data in various domains. The topics of interest include, but are not limited to: efficient storage, management and sharing large scale of data; novel approaches for analyzing data using big data technologies; implementation of high performance and/or scalable and/or real-time computation algorithms for analyzing Big Data; usage of various data sources like historical data, social networking media, machine data and crowd-sourcing data; using machine learning, visual analytics, data mining, spatio-temporal data analysis and statistical inference in different domains (with large scale datasets); Legal and ethical issues and solutions for using, sharing and publishing large datasets; and the results of data analytics, security and privacy issues.

Название: Big Data Analytics in Cognitive Social Media and Literary Texts: Theory and Praxis
Автор: Sanjiv Sharma, Valiur Rahaman, G. R. Sinha
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 316
Размер: 10 Mb
Язык: English

This book provides a comprehensive overview of the theory and praxis of Big Data Analytics and how these are used to extract cognition-related information from social media and literary texts.
It presents analytics that transcends the borders of discipline-specific academic research and focuses on knowledge extraction, prediction, and decision-making in the context of individual, social, and national development.

Название: Inside the Android OS: Building, Customizing, Managing and Operating Android System Services (Android Deep Dive)
Автор: G. Blake Meike, Larry Schiefer
Издательство: Pearson Education
Год: 2022
Формат: True PDF, ePUB
Страниц: 272
Размер: 10 Mb, 15,9 Mb
Язык: English

The Complete Guide to Customizing Android for New IoT and Embedded Devices
Inside the Android OS is a comprehensive guide and reference for technical professionals who want to customize and integrate Android into embedded devices, and construct or maintain successful Android-based products. Replete with code examples, it encourages you to create your own working code as you read–whether for personal insight or a professional project in the fast-growing marketplace for smart IoT devices.

Название: Linux Fundamentals: A Practical Guide for Data Scientists, Machine Learning Engineers, and IT Professionals
Автор: Neba Nfonsang
Издательство: Independently Published
Год: 2021
Формат: EPUB
Размер: 33 Мб
Язык: английский / English

With the rise of Artificial Intelligence, Machine Learning Engineering, DevOps, and Cloud Computing, the demand for Linux has increased. This is because most back-end jobs involving the deployment and release of applications can be efficiently done in Linux. If you want to break into the IT world or if you want to learn how to deploy software applications or machine learning models, you definitely need to know how to use Linux commands. You will surely reap some benefits from learning how to use Linux commands. Moreover, Linux is one of the most reliable and secure operating systems. This book will help you to understand the fundamental concepts of working with Linux. The goal of this book is to help you to master the Linux command line. You will learn how to develop, evaluate and deploy a machine learning model as a web service using the Linux system. You will learn other concepts, including how to create an Amazon EC2 instance and how to connect a local Linux machine or Windows machine to a remote Linux machine.

Название: Practical Guide to PKI with Windows Server
Автор: Matthew Burr
Издательство: Independently Published
Год: 2021
Формат: PDF
Размер: 15 Мб
Язык: английский / English

If you are looking for a hands on guide to implementing a complete Certificate Authority using Windows Server, then this book is for you. This book demonstrates the process for creating a Certificate Authority using Active Directory Certificate Services using Windows Serer 2019. The purpose of this book is to create a Certificate Authority using Active Directory Certificate Services (AD CS) with Microsoft Windows Server. This book offers a comprehensive step-by-step guide that demonstrates how to successfully create a Certificate Authority using those technologies. This book also explains each step, the necessity of that step, and the importance of that step within the Certificate Authority. The results of this book will create a Certificate Authority that can issue certificates internally within an organization in a secure manner, using best practices.