Название: New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Автор: Oscar Castillo, Patricia Melin
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2024
Страниц: 422
Язык: английский
Формат: pdf (true), epub
Размер: 52.9 MB

This book contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques. In this book, new horizons on the theoretical developments of fuzzy logic, neural networks and optimization algorithms are envisioned. In addition, the abovementioned methods are discussed in application areas such as control and robotics, pattern recognition, medical diagnosis, decision-making, prediction and optimization of complex problems. There are a group of papers with the main theme of type-1, type-2 and type-3 fuzzy systems, which basically consists of papers that propose new concepts and algorithms based on type-1, type-2 and type-3 fuzzy logic and their applications. There is also a group of papers that offer theoretical concepts and applications of meta-heuristics in different areas. Another group of papers outlines diverse applications of hybrid intelligent systems in real problems. There are also a group papers that present theory and practice of neural networks in different applications. Finally, there are papers that offer theory and practice of optimization and evolutionary algorithms in different application areas.

Название: DevOps: интеграция и автоматизация: Учебное пособие для вузов
Автор: Баланов А.Н.
Издательство: Лань
Год: 2024
Страниц: 240
Язык: русский
Формат: pdf
Размер: 10.1 MB

Учебное пособие представляет собой всеобъемлющее руководство по DevOps — подходу, который стал революционным в мире IT. DevOps интегрирует процессы разработки и эксплуатации, делая их более гибкими, быстрыми и эффективными. Данная книга — идеальный старт для тех, кто хочет понять DevOps и его принципы и применить их на практике. В мире информационных технологий DevOps представляет со­бой не просто технический подход, но настоящую революцию в спо­собе создания, развертывания и обслуживания программных продук­тов. Этот термин, образованный от слов «development» (разработка) и «operations» (эксплуатация), олицетворяет собой гармоничное слия­ние двух важнейших аспектов 1Т-процессов. В первой главе студенты познакомятся с основами DevOps, его историей и значимостью в современном мире. Этот раздел создает основу для понимания всего курса, предоставляя читателям необхо­ димый контекст. Далее пособие погружает студентов в ключевые принципы DevOps, начиная с культуры и автоматизации и заканчивая монито­рингом и разделением знаний. Эти принципы являются основой для успешного внедрения DevOps в любой организации. Особое внимание уделяется инструментарию DevOps. Читатели узнают о таких ключевых инструментах, как Git, CI/CD, Docker и Kubernetes. Эти инструменты стали стандартами в индустрии и необ­ходимы для любого DevOps-инженера. После того как основы будут освоены, студенты углубятся в бо­лее продвинутые темы, такие как инфраструктура, мониторинг и логирование, а также безопасность в DevOps.

Название: Fundamentals of Software Testing 2nd Edition, Revised and Updated
Автор: Bernard Homès
Издательство: Wiley-ISTE
Год: 2024
Страниц: 388
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Software testing has greatly evolved since the first edition of this book. Testers are now required to work in "agile" teams and focus on automating test cases. It has thus been necessary to update this work, in order to provide fundamental knowledge that testers should have to be effective and efficient in today's world. This book describes the fundamental aspects of testing in the different lifecycles, and how to implement and benefit from reviews and static analysis. Multiple other techniques are approached, such as equivalence partitioning, boundary value analysis, use case testing, decision tables and state transitions. This second edition also covers test management, test progress monitoring and incident management, in order to ensure that the testing information is correctly provided to the stakeholders. This book provides detailed course-study material of the ISTQB Foundation level syllabus, including sample questions to help prepare for exams. For testers who want to acquire a good understanding of software and system tests, this book provides the fundamental principles as described by the ISTQB and recognized experts. Software testing does not require specific prerequisites, but a basic understanding of data processing and software will allow you to better understand software testing. The reader with software development knowledge, whatever the programming language, will understand certain aspects faster, but a simple practice as a user should be enough to understand this book.

Название: Coding & Programming User Manual - June 2024 Edition
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Страниц: 148
Язык: английский
Формат: pdf
Размер: 81.7 MB

Coding is everywhere. From your TV through to the International Space Station, you'll find millions of lines of code controlling and delivering the services that we take for granted. Behind all this code are the programmers who develop our digital world, using a multitude of different languages to weave the fabric of the Internet, operating systems, games and modern entertainment. We show you the fundamentals for Python, Linux, Raspberry Pi and C++, four of the most powerful languages in the world that are used by the likes of NASA, Microsoft, Apple and throughout the Internet. You will find ideas, concepts, tutorials, hints and projects that will take you from being a beginner to an advanced programmer able to form your own code. Your programming journey starts here...

Название: Prompt Engineering for Generative AI: Future-Proof Inputs for Reliable AI Outputs at Scale (Final Release)
Автор: James Phoenix, Mike Taylor
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 423
Язык: английский
Формат: True PDF, True EPUB (Retail Copy)
Размер: 39.8 MB, 33.3 MB

Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems previously unsuitable for automation. With this book, you'll gain a solid foundation in generative AI, including how to apply these models in practice. When first integrating LLMs and diffusion models into their workflows, most developers struggle to coax reliable enough results from them to use in automated systems. Authors James Phoenix and Mike Taylor show you how a set of principles called prompt engineering can enable you to work effectively with AI. All of the code in this book is in Python and was designed to be run in a Jupyter Notebook or Google Colab notebook. The concepts taught in the book are transferable to jаvascript or any other coding language if preferred, though the primary focus of this book is on prompting techniques rather than traditional coding skills. The code can all be found on GitHub, and we will link to the relevant notebooks throughout. It’s highly recommended that you utilize the GitHub repository and run the provided examples while reading the book.

Название: Python на примерах. Практика, практика и только практика
Автор: Кольцов Д.М.
Издательство: НиТ
Год: 2023
Формат: pdf
Размер: 13 Мб
Качество: Хорошее
Язык: Русский

Данная книга является сборником различных задач и примеров, решенных с помощью языка программирования Python. Также в книге рассмотрена базовая теоретическая часть Python, позволяющая ориентироваться в языке и создавать свои программы. Теория сопровождается большим количеством разнообразных примеров - от самых основ (переменные и типы данных; операторы и циклы; математические функции и регулярные выражения; строки, списки, кортежи и т.д.) - до более продвинутых тем (объектно-ориентированное программирование; модули и пакеты в Python, генераторы и итераторы; метапрограммирование и т.д.).
Книга будет полезна как для тех, кто только заинтересовался Python, так и для тех, кто хочет улучшить свои навыки в программировании на Python.

Название: 40 задач на Python
Автор: Джеймс Девис
Издательство: Автор
Год: 2024
Формат: PDF
Страниц: 90
Размер: 1 Mb
Язык: Русский

Книга призвана помочь читателю развить свои математические навыки, улучшить логическое мышление, освоить использование языка программирования Python для решения задач. Она подходит как для самостоятельного изучения, так и в качестве учебного пособия для студентов и учителей, желающих более глубоко погрузиться в мир языка Python и его приложений с использованием современных инструментов. В книге представлены задачи из разных областей: геометрические, комбинаторные, задачи на вероятности и статистику, логические, арифметические, задачи на движение и скорость и задачи на рекурсию и последовательности.

Название: Machine Learning for Finance: Master Financial Strategies with Python-Powered Machine Learning
Автор: Hayden Van Der Post, Vincent Bisette
Издательство: Reactive Publishing
Год: 2024
Страниц: 553
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Unlock the full potential of your financial analysis with "Machine Learning for Finance." This comprehensive guide takes you from the basics of Python programming to advanced Machine Learning techniques tailored specifically for financial applications. Perfect for finance professionals, data scientists, and anyone eager to harness the power of AI in finance. Written by an industry expert, "Machine Learning for Finance" bridges the gap between finance and technology, equipping you with the tools to make data-driven decisions and stay ahead in the competitive financial landscape. Whether you're a seasoned professional or a curious beginner, this book is your ultimate resource for mastering the intersection of finance and Machine Learning. Machine Learning is an intricate and powerful tool that holds immense potential for transforming the financial industry. By leveraging sophisticated algorithms and vast datasets, it enables more accurate predictions, better risk management, and innovative financial solutions. As we continue to explore its applications, the boundary between human insight and artificial intelligence in finance increasingly blurs, heralding a new era of financial intelligence. Transform your financial strategies with Python and join the future of finance today!

Название: Python Machine Learning for Beginners: Unlocking the Power of Data. A Beginner's Guide to Machine Learning with Python
Автор: Daniel Garfield
Издательство: May Reads
Год: 2024
Страниц: 148
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"Python Machine Learning for Beginners: Unlocking the Power of Data" is a comprehensive beginner's guide that demystifies the world of Machine Learning using the Python programming language. Whether you are a student, a professional looking to expand your skillset, or simply curious about the fascinating field of Machine Learning, this book is your gateway to unlocking the power of data. In this book, you will embark on a journey that takes you from the fundamentals of Python programming to understanding the core principles and techniques of Machine Learning. Step by step, you will learn how to preprocess and explore data, engineer features, build predictive models, and evaluate their performance. With hands-on examples and practical exercises, you will gain a solid foundation in supervised and unsupervised learning algorithms, including linear regression, logistic regression, decision trees, random forests, support vector machines, clustering, and dimensionality reduction. Throughout the book, the emphasis is on making complex concepts accessible to beginners. With clear explanations, code snippets, and illustrative visualizations, you will develop a deep understanding of Machine learning techniques and their practical implementation using Python's popular libraries such as Scikit-learn, TensorFlow, and Keras.

Название: From Ruby to Elixir: Unleash the Full Potential of Functional Programming
Автор: Stephen Bussey
Издательство: Pragmatic Bookshelf
Год: June 2024 (P1.0)
Страниц: 213
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Elixir will change the way you think about programming. Use your Ruby experience to quickly get up to speed so you can see what all of the buzz is about. Go from zero to production applications that are reliable, fast, and scalable. Learn Elixir syntax and pattern matching to conquer the basics. Then move onto Elixir's unique process model that offers a world-class way to go parallel without fear. Finally, use the most common libraries like Ecto, Phoenix, and Oban to build a real-world SMS application. Now's the time. Dive in and learn Elixir. Whether you're a seasoned Ruby developer looking to expand your skill set or a programming beginner looking for a solid foundation in Elixir, this book has what you need to get up to speed quickly. Elixir is a functional language with a fairly small footprint. This makes it easier to learn and put into production than other languages. Plus, it's built on forty-year-old foundations that give your applications rock-solid stability. This book is organized into two parts. Part I is focused entirely on the fundamentals of the Elixir language. You’ll learn how to read and write Elixir code during this part of the book, which will be necessary in Part II. We’ll also cover slightly more advanced topics such as GenServer and the full power of pattern matching. Each section of Part I is designed to be completely stand-alone. The code examples are all chapter-specific, so you won’t be in the dark if you decide to start out of order. Part II is where theory meets practice. You’ll write a real application that uses an API to send and receive text messages.