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Название: Cognitive Analytics and Reinforcement Learning: Theories, Techniques and Applications
Автор: Elakkiya R., Subramaniyaswamy V.
Издательство: Wiley-Scrivener
Год: 2024
Страниц: 384
Язык: английский
Формат: epub
Размер: 10.1 MB

The combination of cognitive analytics and Reinforcement Learning is a transformational force in the field of modern technological breakthroughs, reshaping the decision-making, problem-solving, and innovation landscape; this book offers an examination of the profound overlap between these two fields and illuminates its significant consequences for business, academia, and research. Cognitive analytics and Reinforcement Learning are pivotal branches of Artificial Intelligence. They have garnered increased attention in the research field and industry domain on how humans perceive, interpret, and respond to information. Cognitive science allows us to understand data, mimic human cognitive processes, and make informed decisions to identify patterns and adapt to dynamic situations. The process enhances the capabilities of various applications. Readers will uncover the latest advancements in AI and Machine Learning, gaining valuable insights into how these technologies are revolutionizing various industries, including transforming healthcare by enabling smarter diagnosis and treatment decisions, enhancing the efficiency of smart cities through dynamic decision control, optimizing debt collection strategies, predicting optimal moves in complex scenarios like chess, and much more. The book caters to a diverse audience that spans academic researchers, AI practitioners, data scientists, industry leaders, tech enthusiasts, and educators who associate with Artificial Intelligence, data analytics, and cognitive sciences.
Разместил: literator 11-04-2024, 21:26 | Комментарии: 0 | Подробнее
Название: Data Science Fundamentals with R, Python, and Open Data
Автор: Marco Cremonini
Издательство: Wiley
Год: 2024
Страниц: 461
Язык: английский
Формат: epub
Размер: 10.1 MB

Introduction to essential concepts and techniques of the fundamentals of R and Python needed to start Data Science projects. Organized with a strong focus on open data, Data Science Fundamentals with R, Python, and Open Data discusses concepts, techniques, tools, and first steps to carry out Data Science projects, with a focus on Python and RStudio, reflecting a clear industry trend emerging towards the integration of the two. The text examines intricacies and inconsistencies often found in real data, explaining how to recognize them and guiding readers through possible solutions, and enables readers to handle real data confidently and apply transformations to reorganize, indexing, aggregate, and elaborate. This book is full of reader interactivity, with a companion website hosting supplementary material including datasets used in the examples and complete running code (R scripts and Jupyter notebooks) of all examples. Exam-style questions are implemented and multiple choice questions to support the readers’ active learning. Each chapter presents one or more case studies. Data Science Fundamentals with R, Python, and Open Data is a highly accessible learning resource for students from heterogeneous disciplines where Data Science and quantitative, computational methods are gaining popularity, along with hard sciences not closely related to Computer Science, and medical fields using stochastic and quantitative models.
Разместил: literator 11-04-2024, 19:43 | Комментарии: 0 | Подробнее
Название: Outlier Detection in Python (MEAP v1)
Автор: Brett Kennedy
Издательство: Manning Publications
Год: 2024
Страниц: 283
Язык: английский
Формат: pdf, epub
Размер: 20.4 MB

Learn how to find the unusual, interesting, extreme, or inaccurate parts of your data. Outliers can be the most informative parts of your data, revealing hidden insights, novel patterns, and potential problems. For a business, this can mean finding new products, expanding markets, and flagging fraud or other suspicious activity. Outlier Detection in Python introduces the tools and techniques you’ll need to uncover the parts of a dataset that don’t look like the rest, even when they’re the more hidden or intertwined among the expected bits. Outlier Detection in Python is a comprehensive guide to the statistical methods, Machine Learning, and Deep Learning approaches you can use to detect outliers in different types of data. Throughout the book, you’ll find real-world examples taken from author Brett Kennedy’s extensive experience developing outlier detection tools for financial auditors and social media analysis. Plus, the book’s emphasis on interpretability ensures you can identify why your outliers are unusual and make informed decisions from your detection results. Each key concept and technique is illustrated with clear Python examples. All you’ll need to get started is a basic understanding of statistics and the Python data ecosystem. For Python programmers familiar with tools like pandas and NumPy, and the basics of statistics.
Разместил: literator 11-04-2024, 16:51 | Комментарии: 0 | Подробнее
Название: 100 C++ Mistakes and How to Avoid Them (MEAP v2)
Автор: Rich Yonts
Издательство: Manning Publications
Год: 2024
Страниц: 220
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Learn how to handle errors, inefficiencies, and outdated paradigms by exploring the most common mistakes you’ll find in production C++ code. C++ is a complex and powerful language. With an estimated ten billion lines of C++ code running in production, it’s not hard to find bugs, inefficiencies, and other coding mistakes that slow and snarl even the most mission critical applications. 100 C++ Mistakes and How To Avoid Them reveals the problems you’ll inevitably encounter as you write new C++ code and diagnose legacy applications, along with practical techniques you need to resolve them. 100 C++ Mistakes and How To Avoid Them identifies the problems you’ll find in legacy C++ codebases as well as in your own new programs. Author Rich Yonts provides a concrete example of each mistake and a step-by-step walkthrough of the correct code. You’ll learn to consider each mistake from the standpoint of correctness, readability, effectiveness, and performance, and adopt modern programming techniques that can replace older, outdated approaches. The book focuses on newer developers who inherit existing C++ projects. Understanding why specific mistakes exist helps you know how to detect and avoid writing similar issues. The mistakes start with class design and end with a few modern C++ techniques. Learning these new features should encourage you to improve your inherited code and leave it in a much better state for the next developer. Both beginning and experienced C++ programmers will benefit from these practical tips and advice.
Разместил: literator 11-04-2024, 15:58 | Комментарии: 0 | Подробнее
Название: От царской Скифии к Святой Руси
Автор: Ларионов В.
Издательство: М.: Яуза; Эксмо
Год: 2005
Cтраниц: 640
Формат: pdf
Размер: 11 мб
Язык: русский

Где таинственный и древний исток славянского племени? Почему происхождение славян покрыто тайной и вызывает многочисленные споры? Почему историческая наука традиционно восстанавливает этническую историю народа по черепкам битой посуды, категорически игнорируя расово-генетический аспект преемственности русского этноса по отношению к племенам, что издавна населяли Восточную Европу? Отвечая на эти вопросы, которые волновали ещё дореволюционных историков, но не нашли полного отражения в их работах, мы прикасаемся к главной тайне исторического мессианства народа, которому суждено было зародиться в недрах «скифского квадрата» в незапамятные времена.
Разместил: umkaS 11-04-2024, 13:23 | Комментарии: 2 | Подробнее
Название: Курсовое проектирование по технологии машиностроения
Автор: Горбацевич А.Ф., Шкред В.А.
Издательство: М.: Альянс
Год: 2007
Cтраниц: 256
Формат: pdf
Размер: 12 мб
Язык: русский

Учебное пособие содержит методический и справочный материал для выполнения курсовых проектов и предназначается для студентов машиностроительных специальностей вузов, а также для инженерно-технических работников машиностроительных предприятий. Перепечатка с четвертого издания 1983 г.
Разместил: umkaS 11-04-2024, 13:05 | Комментарии: 1 | Подробнее
Название: Руководство по основам стеклодувного дела
Автор: Голь М.М.
Издательство: Л.: Химия
Год: 1974 - 2-е изд., испр.
Cтраниц: 120
Формат: pdf/djvu
Размер: 10 мб
Язык: русский

Руководство содержит основные, сжатые сведения о стекле и его свойствах. В книге приведены краткие данные о физико-химических свойствах и технологии стекла. Главное внимание уделяется указаниям и рекомендациям по самостоятельному выполнению всех операций, встречающихся в практике стеклодувных работ.
Разместил: umkaS 11-04-2024, 12:59 | Комментарии: 0 | Подробнее
Название: Теоретические основы электротехники. Линейные электрические цепи
Автор: Атабеков Г. И.
Издательство: Лань
Год: 2021
Cтраниц: 592
Формат: pdf
Размер: 21 мб
Язык: русский

В учебном пособии рассмотрены основные свойства линейных электрических цепей, электромагнитные процессы в них и инженерные методы расчета. Рассмотрены цепи однофазного, трехфазного и несинусоидального тока, четырехполюсники и электрические фильтры, цепи с распределенными параметрами, переходные процессы и синтез электрических цепей. Каждая глава снабжена задачами и вопросами для самопроверки.
Разместил: umkaS 11-04-2024, 10:38 | Комментарии: 0 | Подробнее
Название: The Python Bible for Beginners: The Ultimate Roadmap to Learn Python, Develop Practical Skills, and Kickstart Your Programming Career in Just 7 Days
Автор: Ralston Maki
Издательство: Independently published
Год: 2024
Страниц: 238
Язык: английский
Формат: pdf
Размер: 26.8 MB

Reach the end of the book to redeem 3 exclusive ebooks! Unleash your coding potential with the ultimate Python Bible for Beginners! Are you ready to skyrocket your programming career in just 7 days? Do you dream of mastering Python and developing practical, in-demand skills? Have you been searching for a comprehensive guide that takes you from zero to hero in record time? If so, keep reading! This groundbreaking book is your fast track to Python mastery. Packed with clear explanations, hands-on projects, and expert insights, it's the only resource you need to go from complete beginner to confident coder in just one week. Whether you're looking to jumpstart your programming career, automate tasks, or bring your ideas to life, this bible has everything you need to succeed. Whether you're a complete novice, a career changer, or a programmer looking to add Python to your toolkit, this bible is your key to unlocking the full potential of this versatile language. With its laser focus on practical skills and job readiness, it's the ultimate resource for anyone serious about launching a successful programming career.
Разместил: literator 11-04-2024, 06:23 | Комментарии: 0 | Подробнее
Название: Learn SQL in a Month of Lunches (MEAP v13)
Автор: Jeff Iannucci
Издательство: Manning Publications
Год: 2024
Страниц: 312
Язык: английский
Формат: epub
Размер: 47.7 MB

Use SQL to get the data you need in no time at all! Learn to read and write basic queries, troubleshoot common problems, and control your own business data in just 24 short lessons–no programming experience required! This book is designed for all SQL beginners, including those who are not necessarily software developers. It emphasizes practical ways to use SQL, rather than theoretical, helping you quickly assimilate the basics needed to begin implementing what you’ve learned. If you know how to use Windows or MacOS and have experience using spreadsheet applications, then you absolutely are ready to start learning how to use SQL to read and manipulate data, create database objects, and more. Each chapter of this book is short enough to complete within an hour, whether that be during lunchtime or some other part of your day. Month of Lunches books are also designed to help you be immediately effective, so by the second chapter you will already have written your first SQL statement and examined its core components. Subsequent chapters will focus on teaching skills that you can apply to real-life scenarios and will include plenty of exercises to help you reinforce what you have learned.
Разместил: literator 11-04-2024, 05:34 | Комментарии: 0 | Подробнее

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