Название: Data-Driven Clinical Decision-Making Using Deep Learning in Imaging
Автор: M. F. Mridha, Nilanjan Dey
Издательство: Springer
Серия: Studies in Big Data
Год: 2024
Страниц: 277
Язык: английский
Формат: pdf (true), epub
Размер: 42.7 MB

This book explores cutting-edge medical imaging advancements and their applications in clinical decision-making. The book contains various topics, methodologies, and applications, providing readers with a comprehensive understanding of the field's current state and prospects. It begins with exploring domain adaptation in medical imaging and evaluating the effectiveness of transfer learning to overcome challenges associated with limited labeled data. Machine Learning (ML) and Deep Learning (DL) have become indispensable for medical image analysis due to their capacity to extract meaningful information from large and complex medical image datasets. Currently, medical image datasets are increasing rapidly in size and complexity. Additionally, these algorithms are capable of processing and analyzing enormous amounts of data much more quickly and precisely than manual methods. However, it is challenging to determine which of these two approaches yields more accurate results. To analyze the efficacy of the ML strategy, seven distinct Machine Learning algorithms, including K-Nearest Neighbor (KNN), Logistic Regression (LR), Support Vector Machine (SVM), Decision Tree (DT), Naive Bayes (NB), RandomForest, and AdaBoost, are employed, followed by the best classifier being chosen using GridSearchCV. On the other hand, Convolutional Neural Network (CNN) dependent DL frameworks are designed for running an analysis of the Deep Learning approach.

Название: Linux Made Simple - 9th Edition, 2024
Автор: Katharine Marsh (Editor)
Издательство: Future Publishing
Год: 2024
Страниц: 148
Язык: английский
Формат: pdf
Размер: 105.7 MB

With the internet driving a new world of information exchange, business start-ups and online gaming, coders have suddenly become the gatekeepers to these new realms. Combine the huge interest in learning how to create and control these worlds with the surge of cool devices, such as the Raspberry Pi, and you've got a head of technological steam the world hasn't seen since the coding craze of the early 1980s. So no matter if you're looking to relive those heady '80s coding days or are a newbie looking to take your first steps into the coding world, you hold in your hands the ideal guide to start coding. Thanks to a new generation of open free software, we all can access operating systems, development tools, compilers and the programming languages needed to create professional programs, apps and tools. We'll show you how to get up and running with a Linux system, then access everything you need freely online. Coding is easy, exciting and fun. We'll explain the basics, move on to more advanced topics, explain how you can use the Raspberry Pi, and provide you with fully updated exciting and easy-to-follow projects. So what are you waiting for? Get coding!

Название: Learning Kali Linux: Security Testing, Penetration Testing & Ethical Hacking, Second Edition (Final Release)
Автор: Ric Messier
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 602
Язык: английский
Формат: epub
Размер: 15.1 MB

With hundreds of tools preinstalled, the Kali Linux distribution makes it easier for penetration testers and other professionals to get started with security testing quickly. But with more than 600 tools in its arsenal, the Kali Linux can also be overwhelming. The new edition of this practical book covers updates to the tools, including deeper coverage of reverse engineering. Author Ric Messier, principal security consultant with Mandiant, also goes beyond strict security testing by adding coverage on performing forensic analysis, including disk and memory forensics, as well as some basic malware analysis. You'll also find review questions throughout the book to help you test your knowledge as you learn. Kali Linux is a specialized distribution of the Linux operating system based on Ubuntu Linux, which in turn is based on Debian Linux. Kali is targeted at people who want to engage in security work. This may be security testing, it may be exploit development or reverse engineering, or it may be digital forensics. One idea to keep in mind about Linux distributions is that they aren’t the same. Linux is really just the kernel— the actual operating system and the core of the distribution. Each distribution layers additional software on top of that core, making it unique. In the case of Kali, what gets layered on are not only the essential utilities but also hundreds of software packages that are specific to security work. This edition includes a new chapter on digital forensics, as there is a significant collection of tools that can be used for this purpose. In addition to network tools like Wireshark and others discussed in other chapters, there are tools that can be used for dead disk forensics, as well as for malware identification and some memory captures.

Название: MrExcel 2024: Igniting Excel, 7th Edition
Автор: Bill Jelen
Издательство: Holy Macro! Books, Tickling Keys
Год: 2024
Страниц: 695
Язык: английский
Формат: epub
Размер: 42.3 MB

Excel tips to skyrocket white-collar productivity. Originally designed for Bill Jelen's live Power Excel seminars, the target audience already uses Excel 40 hours a week. These tips are the "aha" tips that uncover secret methods in Excel. The book covers general Excel functions, pivot tables, and formulas such as VLOOKUP and the new XLOOKUP. It introduces elements of modern Excel such as the Power Pivot Data Model and cleaning data with Power Query. Build Dashboards with Sparklines and Slicers: New tools debuted in Excel 2010 that let you create interactive dashboards that do not look like Excel. This figure shows an Excel workbook with two slicers, Region and Line, used to filter the data. Also in this figure, pivot charts plus a collection of sparkline charts illustrate sales trends. You can use a setup like this and give your manager’s manager a touch screen. All you have to do is teach people how to use the slicers, and they will be able to use this interactive tool for running reports.

Название: Windows 11 Inside Out
Автор: Ed Bott
Издательство: Microsoft Press/Pearson Education
Год: 2023
Страниц: 1131
Язык: английский
Формат: pdf (true), epub (true)
Размер: 53.1 MB, 35.6 MB

Conquer Windows 11 - from the inside out! Dive into Windows 11 and really put your Windows expertise to work. Focusing on the most powerful and innovative features of Windows 11, this supremely well-organized reference packs hundreds of time-saving solutions, up-to-date tips, and workarounds. From personalizing your Windows user experience to maximizing security and privacy, you’ll discover how experts tackle today’s essential tasks. Make the most of Microsoft’s latest Windows enhancements as you challenge yourself to new levels of mastery. This book offers a well-rounded look at the features most people use in Windows. It serves as an excellent starting point for anyone who wants a better understanding of how the central features in Windows 11 work. If you are a Windows expert-in-training, have a day job that involves IT responsibilities, or are the designated computer specialist managing computers and networks in a home or small business, you’ll discover many sections we wrote just for you. And if you consider yourself a Windows enthusiast—well, we hope you’ll find enough fun and interesting tidbits to hold your attention because, after all, we’re unabashed enthusiasts ourselves.

Название: The Windows 11 Manual
Автор: Papercut Limited
Издательство: Papercut Limited
Год выхода: 2023
Страниц: 148
Формат: PDF
Размер: 100 MB
Язык: английский

Все, что нужно для освоения Windows 11! С момента своего выхода в октябре 2021 года Windows 11 быстро стала основной операционной системой для начинающих, средних и опытных пользователей компьютеров. Она призвана расширить границы, охватить повседневные цифровые технологии и помочь нам стать ближе друг к другу, чем когда-либо прежде. Она получила новый свежий вид и новый мощный код под капотом. Все, что вам нужно, чтобы двигаться в будущее. Это руководство проведет вас через новейшую ОС Microsoft, предлагая на каждой странице что-то новое и давая необходимые знания, чтобы заставить Windows 11 работать на вас. Здесь вы найдете учебники и советы, откроете секреты ОС, а ваше понимание того, как все работает, поможет вам стать продвинутым пользователем. Итак, давайте погрузимся в Windows и начнем укреплять вашу уверенность и понимание этой замечательной операционной системы.

Название: Hands-On Salesforce Data Cloud: Implementing and Managing a Real-Time Customer Data Platform
Автор: Joyce Kay Avila
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 528
Язык: английский
Формат: epub
Размер: 26.0 MB

Learn how to implement and manage a modern customer data platform (CDP) through the Salesforce Data Cloud platform. This practical book provides a comprehensive overview that shows architects, administrators, developers, data engineers, and marketers how to ingest, store, and manage real-time customer data. Author Joyce Kay Avila demonstrates how to use Salesforce's native connectors, canonical data model, and Einstein's built-in trust layer to accelerate your time to value. You'll learn how to leverage Salesforce's low-code/no-code functionality to expertly build a Data Cloud foundation that unlocks the power of structured and unstructured data. Use Data Cloud tools to build your own predictive models or leverage third-party machine learning platforms like Amazon SageMaker, Google Vertex AI, and Databricks. Salesforce’s Data Cloud platform is built from the ground up, with a completely new architecture. First, Salesforce built a data lake house as a way to store large volumes of data and leverage Salesforce’s canonical data model for data harmonization. Then the automated identity resolution process made it possible to unify data from disparate sources to achieve a single source of truth. This book is essential reading for technology and data professionals who use customer data to make critical business decisions and for anyone who wants to set themselves apart as a Salesforce professional. Whether you’re an experienced Salesforce professional or someone who is just beginning their Salesforce journey, there is plenty of information in this book for you to get started with Salesforce’s new customer data platform features.

Название: MS Excel и VBA для моделирования различных задач
Автор: Кильдишов В.Д.
Издательство: СОЛОН-Пресс
Год: 2023
Страниц: 257
Язык: русский
Формат: pdf
Размер: 58.1 MB

В книге раскрыты возможности MS Excel, с которые обычно не рассматриваются при традиционном изучении приложения. Эти возможности позволяют создавать динамические модели и иллюстрировать решение задач. Для наглядного изображения процесса моделирования задач рассмотрены практически все возможные способы работы с диаграммами и их элементами. В книге представлена подборка решения задач и моделей из различных разделов естественных дисциплин. Надеемся, что это поможет более глубоко изучить возможности MS Excel и VBA, приобрести навыки моделирования, а также отойти от классического построения графиков, расчетов в таблицах, форматирования результатов вычислений. Разработка моделей значительно расширяет перечень применяемых функций, которые обычно ограничиваются основными математическими, логическими и статистическими функциями. Следует отметить, что физика формул, применяемых в моделях, не раскрывается, а даются определенные пояснения. Надеемся, что пользователи владеют нужными знаниями и смогут самостоятельно познать необходимое через интернет для уяснения сущности решения задач и моделей. При создании моделей обучаемые овладевают навыками разработки алгоритмов и основами программирования. Для автоматизации процесса моделирования и из-за имеющихся ограничений при применении встроенных функций в примерах используются пользовательские функции, управляющие элементы, формы, объекты диаграммы, процедуры и методы VBA.

Название: Why Data Science Projects Fail: The Harsh Realities of Implementing AI and Analytics, without the Hype
Автор: Douglas Gray, Evan Shellshear
Издательство: CRC Press
Серия: Data Science Series
Год: 2025
Страниц: 223
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

The field of Artificial Intelligence, Data Science, and analytics is crippling itself. Exaggerated promises of unrealistic technologies, simplifications of complex projects, and marketing hype are leading to an erosion of trust in one of our most critical approaches to making decisions: data driven. This book aims to fix this by countering the AI hype with a dose of realism. Written by two experts in the field, the authors firmly believe in the power of mathematics, computing, and analytics, but if false expectations are set and practitioners and leaders don’t fully understand everything that really goes into Data Science projects, then a stunning 80% (or more) of analytics projects will continue to fail, costing enterprises and society hundreds of billions of dollars, and leading to non-experts abandoning one of the most important data-driven decision-making capabilities altogether. For the first time, business leaders, practitioners, students, and interested laypeople will learn what really makes a Data Science project successful. By illustrating with many personal stories, the authors reveal the harsh realities of implementing AI and analytics.

Название: Excel 365 - 100 Tips + Tricks - Part 1: For beginners and experienced users of all ages!
Автор: Peter Kynast
Издательство: ityco
Год: 2024
Страниц: 153
Язык: английский
Формат: pdf
Размер: 38.4 MB

This book contains 100 short instructions with many tips and tricks about Excel. This collection is based on my 24 years of experience as an IT trainer and author and will make your work with Excel much easier. You should have a basic knowledge of Excel, then you will have a lot of fun with this book as a beginner. However, advanced users will also find many new suggestions and aids here. It is best to look at the table of contents before making your purchase decision to assess the usefulness of this book for you. This book is localized for the US market, but you can easily use these instructions in any other region if your Excel installation is set to the English language. Dollar values inside sample files might be automatically displayed with your regional currency symbol and your standard printing paper might differ from the US letter format, but these differences will not change any steps for the instructions in this book. To make learning as easy as possible for you, the exercises are, as always, described step by step and supplemented by over 420 images. This book is self-explanatory and the language is easy to understand - that is a promise! This will make it easy for you to memorize the new knowledge quickly. In this way, you will experience many successes and have an easy time increasing your Microsoft Excel skills.