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Название: Прогнозирование: принципы и практика
Автор: Рон Хайндман, Джордж Атанасопулос
Издательство: ДМК Пресс
Год: 2023
Страниц: 459
Язык: русский
Формат: pdf
Размер: 19.9 MB

Данная книга представляет собой всестороннее введение в методы прогнозирования и содержит достаточно информации о каждом из них, помогая читателям разумно их использовать. Примеры с многочисленными наборами данных на языке R авторы заимствовали из собственного опыта консультирования. В конце глав приводятся упражнения по пройденной теме. На протяжении всей книги мы используем язык программирования R и хотим, чтобы студенты научились делать прогнозы с помощью R. Язык R бесплатен и доступен практически в любой операционной системе. Это прекрасный инструмент для любого статистического анализа, а не только для прогнозирования. Инструкции по инсталлированию и использованию R см. в приложении А «Использование языка R». Все примеры на R в книге основаны на допущении, что вы сначала скачали пакет fpp3.

Название: Scratch 3. Изучайте язык программирования, делая крутые игры!
Автор: Эл Свейгарт
Издательство: Бомбора
Год: 2023
Формат: pdf
Страниц: 226
Размер: 11 mb
Язык: Русский

Scratch 3 – лучшая среда программирования для новичков. Она отличается удобным и интуитивно понятным интерфейсом, простотой в использовании и возможностью создавать адаптивные игры для различных устройств. Научиться программировать в ней несложно, а сам процесс точно не будет скучным и принесет море удовольствия. Благодаря этой книге дети научатся создавать несколько простых игр, которые станут отличным началом их пути в программировании.

Название: Python и анализ данных. Третье издание
Автор: Уэс Маккинни
Издательство: ДМК Пресс
Год: 2023
Формат: pdf
Страниц: 537
Размер: 15,9 Мб
Язык: русский

Перед вами авторитетное руководство по переформатированию, очистке и обработке наборов данных на Python. Третье издание, переработанное с учетом версией Python 3.10 и pandas 1.4, содержит практические примеры, демонстрирующие эффективное решение широкого круга задач анализа данных. Издание идеально подойдет как аналитикам, только начинающим осваивать Python, так и программистам на Python, еще не знакомым с наукой о данных и научными приложениями.

Название: Java Programming for beginners: Master Java Fundamentals and Build Your Own Applications (2023 Crash Course)
Автор: Theo Houle
Издательство: Independently published
Год: 2022
Страниц: 164
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

"Java Programming for Beginners" is a comprehensive guide to learning the fundamentals of Java programming. This book is designed for those who are new to programming and want to learn how to write Java code. Java is a popular programming language on the Internet and in computer applications. It's a free download solution that lets users access the most recent versions and apply updates. This programming language can be found in the vast majority of today's web applications and computing technologies. Java's scalability makes it suitable for use in a wide variety of applications, including apps for small electronic devices such as cell phones and software solutions for large-scale operations such as data centers. Java's growing popularity can be attributed to its robust functional features and solid security credentials.

Название: Ethical Hacking with Python: Build 35+ hacking tools with Python programming
Автор: Abdeladim Fadheli
Издательство: PublishDrive
Год: 2022
Страниц: 302
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.4 MB

Learn How To Build 37 Ethical Hacking Tools from Scratch using Python. From simple port scanners to advanced reverse shells, you'll be amazed how such tools can be made with Python! Python is one of the best programming languages for building automation scripts, Infosec tools, and even malware! This EBook is a practical hands-on for Python programmers that hope to expand their knowledge in Cyber security and Python by building their own tools for information gathering, penetration testing, digital forensic investigation, and more! Ethical hacking, also known as penetration testing, is an increasingly important field in today's interconnected world. With the growing prevalence of cyber threats, organizations and individuals need skilled ethical hackers to help identify and fix security vulnerabilities before malicious actors can exploit them. Python is a high-level, general-purpose interpreted programming language. It is designed to be highly readable and easy to use. Today, it's widely used in many domains, such as data science, web development, software development, and ethical hacking. Python’s flexibility and simplicity make it ideal for building custom security tools and performing penetration testing.

Название: Thinking Data Science: A Data Science Practitioner’s Guide
Автор: Poornachandra Sarang
Издательство: Springer
Серия: The Springer Series in Applied Machine Learning
Год: 2023
Страниц: 366
Язык: английский
Формат: pdf (true), epub
Размер: 77.2 MB

This definitive guide to Machine Learning projects answers the problems an aspiring or experienced data scientist frequently has: Confused on what technology to use for your ML development? Should I use GOFAI, ANN/DNN or Transfer Learning? Can I rely on AutoML for model development? What if the client provides me Gig and Terabytes of data for developing analytic models? How do I handle high-frequency dynamic datasets? This book provides the practitioner with a consolidation of the entire data science process in a single "Cheat Sheet". To understand the data, there are several libraries available for data visualization. The most commonly used Python libraries are Matplotlib and Seaborn that can provide a very advanced level of visualization.

Название: Deep Learning and Its Applications for Vehicle Networks
Автор: Fei Hu, Iftikhar Rasheed
Издательство: CRC Press
Год: 2023
Страниц: 357
Язык: английский
Формат: pdf (true)
Размер: 48.3 MB

Deep Learning (DL) is an effective approach for AI-based vehicular networks and can deliver a powerful set of tools for such vehicular network dynamics. In various domains of vehicular networks, DL can be used for learning-based channel estimation, traffic flow prediction, vehicle trajectory prediction, location-prediction-based scheduling and routing, intelligent network congestion control mechanism, smart load balancing and vertical handoff control, intelligent network security strategies, virtual smart and efficient resource allocation and intelligent distributed resource allocation methods. Deep Learning has demonstrated its capability in intelligent system design. In addition, Deep Learning has been demonstrated that it can perform real-time object detection, object recognition, and the optimization of communication networks. This book is based on the work from world-famous experts on the application of DL for vehicle networks.

Название: Learn ChatGPT: The Future of Learning
Автор: A.A. Kabir
Издательство: Independently published
Год: 2022
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

"Learn ChatGPT " is a must-read for anyone interested in the role of AI in education. This groundbreaking book explores the potential of ChatGPT, a powerful AI-powered platform, to revolutionize the way we learn and access information. From personalized tutoring and expert advice to real-time feedback and support, ChatGPT offers a range of tools and resources to help students and professionals alike achieve their goals. Whether you're a student, a teacher, a youtuber or an education policymaker, "Learn ChatGPT " offers valuable insights and practical advice on how to harness the power of Artificial Intelligence (AI) to enhance and enrich the learning experience. ChatGPT uses Natural Language Processing and Machine Learning (ML) to understand and respond to input in a conversational context. At its core, ChatGPT is a large language model that was trained on a massive dataset of text. This training allows the model to understand the structure and meaning of language, and to generate responses that are appropriate and natural-sounding. When ChatGPT receives input, it uses Natural Language Processing algorithms to analyze the text and extract the meaning and intent behind it.

Название: Decision Intelligence: Human–Machine Integration for Decision-Making
Автор: Miriam O’Callaghan
Издательство: CRC Press
Год: 2023
Страниц: 280
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Revealing the limitations of human decision-making, this book explores how Artificial Intelligence (AI) can be used to optimize decisions for improved business outcomes and efficiency, as well as looking ahead to the significant contributions Decision Intelligence (DI) can make to society and the ethical challenges it may raise. From the theories and concepts used to design autonomous intelligent agents to the technologies that power DI systems and the ways in which companies use decision-making building blocks to build DI solutions that enable businesses to democratize AI, this book presents an impressive framework to integrate artificial and human intelligence for the success of different types of business decisions. The field of Decision Intelligence (DI) has emerged to democratize AI for effective decision-making. DI deals with applying technology, especially AI, to enhance individual and organizational decision-making potential.

Название: Software Durability: Concepts and Practices
Автор: Rajeev Kumar, Suhel Ahmad Khan
Издательство: CRC Press
Год: 2023
Страниц: 348
Язык: английский
Формат: pdf (true)
Размер: 10.7 MB

Software evolution is a time-consuming and costly process due to its complex architecture. Software designers need to produce software that is effective as well as durable. Durability and effectiveness of software are the foremost priorities and challenges for developers. This book comprises real-life case studies of durability issues and their solutions that bring to light loopholes and show how to fix them, to enhance durability. Existing literature on software durability tells us that the first step is to recognise the problem. It gives information about durability, risk, estimation, knowledge, and governance based on five main characteristics: dependability, trustworthiness, usability, security, and human trust. The book serves as a complete package to get acquainted with assurance and risk management from a software durability perspective. It enhances our understanding of the concept of durability, its multi-dimensional approach, threats and their types, risk, mitigation techniques, and suggestive measures.