Название: Руководство по подготовке к Data Science интервью
Автор: Ренат Алимбеков
Издательство: Интернет-издание
Год: 2021
Язык: русский
Формат: pdf
Размер: 10,2 MB

Наука о данных (data science) — раздел информатики, изучающий проблемы анализа, обработки и представления данных в цифровой форме. Объединяет методы по обработке данных в условиях больших объёмов и высокого уровня параллелизма, статистические методы, методы интеллектуального анализа данных и приложения искусственного интеллекта для работы с данными, а также методы проектирования и разработки баз данных. Это практическое руководство, которое поможет вам успешно пройти собеседование по классическому машинному обучению. Книга содержит образцы теоретических вопросов, задаваемых на собеседовании по позиции Data Science.

Название: Mastering Ubuntu A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Формат: True PDF
Страниц: 285
Размер: 23,1 Mb
Язык: English

Mastering Ubuntu helps the reader learn the ropes in Ubuntu for a faster and robust computing experience. Ubuntu is a free Linux OS created by the Canonical community. It is highly customisable and features a Software Centre full of apps, in addition to being open source. Because of its simplicity, Ubuntu is one of the most popular distributions. Because it combines all of the functionality of a UNIX OS with a customized graphical user interface, Ubuntu has found good traction among universities and research groups.

Название: Security Technologies and Social Implications
Автор: Garik Markarian, Ruza Karlovic, Holger Nitsch, Krishna Chandramouli
Издательство: Wiley-IEEE Press
Год: 2023
Страниц: 339
Язык: английский
Формат: epub (true)
Размер: 14.9 MB

Explains how the latest technologies can advance policing and security, identify threats, and defend citizens from crime and terrorism. Scientific innovation in the area of security solutions for citizen safety has leapt ahead following the exponential increase in the capability to collect, store, and process information from various sources. The enhancements in the field of device connectivity through networking and their onboard computational power have enabled algorithmic intelligence to be deployed both at the cloud and also at edge devices. In contrast to the classic tools available for LEAs (such as guns, handcuffs, and other less harmful weapons), the new approach to terrorism and crime relies on the emergence of technological tools such as mobile devices, AI, Machine Learning, social media tracking, drones, robots, computer vision, and GIS to name a few. As crime, in general, and cybercrime, in particular, become more and more sophisticated, a combination of complex social measures are required, which include prevention, detection, investigation, and prosecution. An effective solution to this problem requires continuous synergy and innovation from interdisciplinary scientific experts and the adoption of technologies into the operational practice of LEAs.

Название: A Comprehensive Study of SQL: Practice and Implementation
Автор: Jagdish Chandra Patni
Издательство: CRC Press
Год: 2023
Страниц: 236
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

A Comprehensive Study of SQL - Practice and Implementation is designed as a textbook and provides a comprehensive approach to SQL (Structured Query Language), the standard programming language for defining, organizing, and exploring data in relational databases. It demonstrates how to leverage the two most vital tools for data query and analysis – SQL and Excel – to perform comprehensive data analysis without the need for a sophisticated and expensive data mining tool or application.

Название: Synergistic Interaction of Big Data with Cloud Computing for Industry 4.0
Автор: Sheetal S. Zalte-Gaikwad, Indranath Chatterjee
Издательство: CRC Press
Серия: Innovations in Big Data and Machine Learning
Год: 2023
Страниц: 217
Язык: английский
Формат: pdf (true)
Размер: 34.8 MB

The goal of this book is to help aspiring readers and researchers understand the convergence of Big Data with the Cloud. This book aims to provide state-of-the-art research in the significant areas of Computer Science, such as Big Data, Cloud Computing, Blockchain, Machine Learning, and IoT technologies. Synergistic Interaction of Big Data with Cloud Computing for Industry 4.0 discusses how to develop adaptive, robust, scalable, and reliable applications used in solutions for day-to-day problems. It reviews the advantages and consequences of utilizing Cloud Computing to tackle Big Data issues within the manufacturing and production sector as part of Industry 4.0.

Название: Mike Meyers' CompTIA A+ Core 1 Certification Passport (Exam 220-1101)
Автор: Ron Gilster
Издательство: McGraw Hill
Год: 2023
Страниц: 668
Язык: английский
Формат: epub
Размер: 36.5 MB

This quick review test preparation guide offers 100% coverage of all objectives for the current edition of the challenging CompTIA A+ Core 1 exam. Written in the proven Passport format developed by training guru Mike Meyers, the book enables you to focus on specific topics, determine areas of need, and tailor an effective course for study. The 220-1101 Core 1 exam concentrates on five areas: Mobile Devices, Networking, Hardware, Virtualization and Cloud Computing, and Hardware and Network Troubleshooting. This exam focuses on your understanding of the terminology and hardware technology used in each of the five subject areas.

Название: Linux All-In-One For Dummies, 7th Edition
Автор: Richard Blum
Издательство: For Dummies
Год: 2023
Страниц: 579
Язык: английский
Формат: pdf (true)
Размер: 13.74 MB

Linux is for everyone! Linux All-in-One For Dummies breaks down the ever-popular operating system to its basics and trains users on the art of Linux. This handy reference covers all the latest updates and operating system features. It presents content on Linux desktops, applications, and more. With eight books in one, you’ll have access to the most comprehensive overview of Linux around. Explore the inner workings of Linux machines, so you’ll know Linux front to back. This all-inclusive handbook also walks you through solving Linux problems—complete with hands-on examples—so you’ll be a Linux whiz before you know it.

Название: Advances in Data Science and Computing Technology Methodology and Applications
Автор: Suman Ghosal, Amitava Choudhury
Издательство: CRC Press, Apple Academic Press, Inc.
Год: 2022
Страниц: 449
Язык: английский
Формат: pdf (true)
Размер: 41.9 MB

This volume helps to address the genuine 21st century need for advances in Data Science and Computing Technology. It provides an abundance of new research and studies on progressive and innovative technologies, including Artificial Intelligence (AI), communication systems, cyber security applications, data analytics, Internet of Things (IoT), Machine Learning (ML), power systems, VLSI, embedded systems, and much more. The book presents a variety of interesting and important aspects of Data Science and Computing Technologies and methodologies in a wide range of applications, including deep learning, DNA cryptography, classy fuzzy MPPT controller, driving assistance, and safety systems. Novel algorithms and their applications for solving cutting-edge computational and Data Science problems are included also for an interdisciplinary research perspective. The book addresses recent applications of Deep Learning (DL) and ANN paradigms, the role and impact of Big Data in the e-commerce and retail sectors, algorithms for load balancing in cloud computing, advances in embedded system based applications, optimization techniques using a MATLAB platform, and techniques for improving information and network security.

Название: Resilient Oracle PL/SQL: Building Resilient Database Solutions for Continuous Operation (Early Release)
Автор: Stephen B. Morris
Издательство: O’Reilly Media, Inc.
Год: 2022-10-05
Страниц: 153
Язык: английский
Формат: epub (true), mobi
Размер: 11.2 MB

As legacy and other critical systems continue to migrate online, the need for continuous operation is imperative. Code has to handle data issues as well as hard external problems today, including outages of networks, storage systems, power, and ancillary systems. This practical guide provides system administrators, DevSecOps engineers, and cloud architects with a concise yet comprehensive overview on how to use PL/SQL to develop resilient database solutions. Pretty much every developer job I’ve done has required at least some knowledge of SQL. Some jobs have also required knowledge of stored procedure languages, such as, PL/SQL. As we’ll see in the book, there is often a great deal of confusion about the role of SQL and PL/SQL in the context of high level languages, such as, Java, C#, jаvascript, and so on. We discuss some of the more common antipatterns that can arise in these multi-language domains.

Название: How Charts Work: Understand and explain data with confidence
Автор: Alan Smith
Издательство: FT Publishing International, Pearson
Год: 2022
Страниц: 337
Язык: английский
Формат: epub (true)
Размер: 24.1 MB

How Charts Work brings the secrets of effective data visualisation in a way that will help you bring data alive. Charts, graphs and tables are essential devices in business, but all too often they present information poorly. We need to understand how data visualisation works. We need to understand it as consumers – who may be enlightened or bamboozled, depending on our own “graphicacy” and the choices made by the producers of graphs. And we need to understand data visualisation as producers. Graphs and diagrams are powerful tools, supercharged by the ready availability of data and versatile software. But like any tool, they can be used skilfully or clumsily.