Название: Introduction to Data Mining, Global 2nd Edition
Автор: Pang-Ning Tan et al
Издательство: Pearson Education
Год: 2019
Формат: PDF
Страниц: 866
Размер: 13,7 Mb
Язык: English

Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organised into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

Название: Agent-Based Modelling and Geographical Information Systems: A Practical Primer
Автор: Andrew Crooks, Nick Malleson, Ed Manley
Издательство: SAGE Publications
Год: 2019
Страниц: 409
Язык: английский
Формат: pdf (true)
Размер: 21.9 MB

This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website). There are several open source GIS packages now available, the most popular being Quantum GIS (QGIS). QGIS offers much of the same basic functionality as ArcGIS - the ability to create, edit, analyse and visualise geographical information (via its plugins) - but without the cost or restriction to a specific operating system. Another open source product is GRASS. There is also a growing body of tools and packages in R and Python (e.g. PySAL (Python Spatial Analysis Library)) which allow for spatial data handling, analysis and the visualisation of geographical information.

Название: Windows 10 Tricks and Tips, 8th Edition
Издательство: Black Dog Media
Год выхода: 2021
Страниц: 82
Формат: PDF
Размер: 50,3 MB
Язык: English

Windows 10 is packed with brilliant features and apps that aim to make your computing experience as compelling as possible. But while Windows 10 is absolutely accessible to newcomers and veterans alike, some of its more powerful features may not be immediately apparent.

Название: Linux Tricks And Tips - 8th Edition 2021
Автор: Papercut Ltd
Издательство: Papercut Ltd
Год: 2021
Страниц: 68
Язык: английский
Формат: pdf
Размер: 38.2 MB

There's more to Linux than simply being a free to use operating system. Its unique configuration allows the user to customise and personalise the OS into any form they wish. A Linux user can change their OS look and feel from one day to the next, install thousands of freely available apps and programs and take back control of their computer. Python is a fantastic programming language, combining ease of use with a generous helping of power to allow the user to create both minor utilities or performance-heavy computational tasks. However, there's more to Python than simply being another programming language. It has a vibrant and lively community behind it that shares knowledge, code and project ideas, as well as bug fixes for future releases. We've used a Raspberry Pi for this section of the book, as it's Linux based and one of the best coding platforms available. The Pi's features and functions make it the perfect Python programming partner, so let's get started.

Название: Learn Linux Quickly: A Comprehensive Guide for Getting Up to Speed on the Linux Command Line (Ubuntu)
Автор: Code Quickly, Paul H Bartley
Издательство: Drip Digital
Год: 2022
Страниц: 418
Язык: английский
Формат: pdf, epub
Размер: 22.4 MB

You've experienced the shiny, point-and-click surface of your Linux computer - now dive below and explore its depths with the power of the command line. The Linux Command Line takes you from your very first terminal keystrokes to writing full programs in Bash, the most popular Linux shell (or command line). Along the way you'll learn the timeless skills handed down by generations of experienced, mouse-shunning gurus: file navigation, environment configuration, command chaining, pattern matching, and more. The aim of this guide is to provide a helping hand to readers who want to gain a level of competence on the Linux command line. No previous Linux experience is necessary. We start with the very basics and build from there. We will walk you through the organization of the file system and show you how to navigate it using some of the most common commands. We will equip you with the tricks and techniques that long-time Linux users wish they had known when they started out.

Название: High Performance Computing for Intelligent Medical Systems
Автор: Varun Bajaj, Irshad Ahmad Ansari
Издательство: IOP Publishing
Серия: IOP Series in Next Generation Computing
Год: 2021
Страниц: 323
Язык: английский
Формат: pdf (true)
Размер: 25.6 MB

The interface of high-performance computing, computational intelligence and medical science creates intelligent medical systems which offer significant improvements in the quality of life and efficacy of clinical treatment. This book reviews advances and applications of high-performance computing for medical applications. The present era is witnessing a large-scale development in the field of Computational Intelligence (CI). High performance computing has emerged as a powerful solution to deal with complex problems. The development happening around the high performance computing and related fields is affecting us in a very positive way. The field of medical science has benefited greatly from the field of the Computational Intelligence. This has led to the development of intelligent medical systems (IMS). IMS are a result of research collaboration of high performance computing with medical science. The development of IMS requires a large amount of data generation, storage and processing. To apply high performance computing in the medical domain, in depth knowledge and understanding of the medical system is required. In the classification phase, Linear Discriminant Analysis, Artificial Neural Network, k-nearest neighbor, and Support Vector Machine are employed for the classification task.

Название: Adaptive Micro Learning - Using Fragmented Time To Learn
Автор: Geng Sun, Jun Shen, Jiayin Lin
Издательство: World Scientific Publishing
Год: 2020
Страниц: 151
Язык: английский
Формат: pdf (true), epub
Размер: 12.5 MB

This compendium introduces an artificial intelligence-supported solution to realize adaptive micro learning over open education resource (OER). The advantages of cloud computing and big data are leveraged to promote the categorization and customization of OERs micro learning context. For a micro-learning service, OERs are tailored into fragmented pieces to be consumed within shorter time frames. Firstly, the current status of mobile-learning, micro-learning, and OERs are described. Then, the significances and challenges of Micro Learning as a Service (MLaaS) are discussed.

Название: SAP C/4HANA: An Introduction, 2nd Edition
Автор: Sanjjeev K. Singh, Drew Messinger-Michaels, Sven Feurer, Thomas Vetter
Издательство: Rheinwerk Publishing
Год: 2019
Формат: PDF
Страниц: 387
Размер: 30 Mb
Язык: English

Dive into the new SAP C/4HANA suite! Understand how SAP C/4HANA handles marketing, commerce, sales, service, and customer data processes and identify which solutions fit your organization's CX needs. Then explore integrations to SAP S/4HANA, extensions using SAP Cloud Platform, and applied artificial intelligence using SAP Leonardo. Learn how you can serve your customers better from the demand chain all the way down to the supply chain!

Название: Бизнес-моделирование и анализ данных. Решение актуальных задач с помощью Microsoft Excel
Автор: Уэйн Л. Винстон
Издательство: Питер
Год: 2021
Формат: PDF
Страниц: 944
Размер: 35,5 Mb
Язык: Русский

Уэйн Винстон научит вас быстро анализировать данные, принимать решения, подводить итоги, составлять отчеты, обрабатывать данные и строить аналитические модели в Microsoft Excel 2019 и Office 365. В новом шестом издании вас ждут более 800 бизнес-задач, основанных на реальных ситуациях, а также обсуждение новых инструментов и функций. Где бы вы ни работали – в крупной корпорации, небольшой компании, государственной или некоммерческой структуре, – это поможет вам увеличить прибыль, снизить издержки или эффективно управлять производством.

Название: Outlook For Dummies
Автор: Faithe Wempen
Издательство: For Dummies
Год: 2022
Страниц: 403
Язык: английский
Формат: pdf (true)
Размер: 20.1 MB

Learn all about the best application for emailing, scheduling, collaborating, and just plain getting stuff done. Did you know that Microsoft Outlook can do everything, including cook your dinner? Okay, it can’t cook your dinner. But it can deliver your email, filter out the junk, help you organize your life, sync data to the cloud, integrate with iOS and Android, and about a zillion other things. Outlook For Dummies shows you how to work all the basic and advanced features of the Office 2021 version. Outlook is loaded with interesting productivity tools that most people - even in business environments - don’t know about. Did you know you can create automated mail-handling rules? Translate messages into other languages? Share your calendar with other people?