Название: Solving Ordinary Differential Equations in Python
Автор: Joakim Sundnes
Издательство: Springer
Год: 2024
Страниц: 124
Язык: английский
Формат: pdf (true), djvu
Размер: 10.2 MB

This book explains the foundations of modern solvers for ordinary differential equations (ODEs). Formulating and solving ODEs is an essential part of mathematical modeling and computational science, and numerous solvers are available in commercial and open source software. However, no single ODE solver is the best choice for every single problem, and choosing the right solver requires fundamental insight into how the solvers work. This book will provide exactly that insight, to enable students and researchers to select the right solver for any ODE problem of interest, or implement their own solvers if needed. The presentation is compact and accessible, and focuses on the large and widely used class of solvers known as Runge-Kutta methods. Explicit and implicit methods are motivated and explained, as well as methods for error control and automatic time step selection, and all the solvers are implemented as a class hierarchy in Python. The main purpose of the notes is to serve as a concise and gentle introduction to solving differential equations in Python, specifically for the course Introduction to programming for scientific applications (IN1900, 10 ETCS credits) at the University of Oslo. These notes will be most useful for readers with a basic knowledge of Python and NumPy, and it is also useful to have a fundamental understanding of ODEs.

Название: Ultimate Neural Network Programming with Python: Create Powerful Modern AI Systems by Harnessing Neural Networks with Python, Keras, and TensorFlow
Автор: Vishal Rajput
Издательство: Orange Education Pvt Ltd, AVA
Год: November 2023
Страниц: 401
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Master Neural Networks for Building Modern AI Systems. This book is a practical guide to the world of Artificial Intelligence (AI), unraveling the math and principles behind applications like Google Maps and Amazon. The book starts with an introduction to Python and AI, demystifies complex AI math, teaches you to implement AI concepts, and explores high-level AI libraries. Throughout the chapters, readers are engaged with the book through practice exercises and supplementary learnings. The book then gradually moves to Neural Networks with Python before diving into constructing ANN models and real-world AI applications. It accommodates various learning styles, letting readers focus on hands-on implementation or mathematical understanding. This book isn't just about using AI tools; it's a compass in the world of AI resources, empowering readers to modify and create tools for complex AI systems. It ensures a journey of exploration, experimentation, and proficiency in AI, equipping readers with the skills needed to excel in the AI industry.

Название: Cloud Observability in Action (Final Release)
Автор: Michael Hausenblas
Издательство: Manning Publications
Год: 2024
Страниц: 266
Язык: английский
Формат: pdf (true)
Размер: 11.3 MB

Don’t fly blind. Observability gives you actionable insights into your cloud native systems—from pinpointing errors, to increasing developer productivity, to tracking compliance. Observability is the difference between an error message and an error explanation with a recipe how to resolve the error! You know exactly which service is affected, who’s responsible for its repair, and even how it can be optimized in the future. Cloud Observability in Action teaches you how to set up an observability system that learns from a cloud application’s signals, logging, and monitoring, all using free and open source tools. The book focuses primarily on developers, DevOps/site reliability engineers (SREs), who are working with cloud-native applications. It is meant for anyone interested in running cloud-native applications, be that in Kubernetes or using function-as-a-service offerings, such as AWS Lambda.

Название: Football Analytics with Python & R: Learning Data Science Through the Lens of Sports (Final)
Автор: Eric A. Eager, Richard A. Erickson
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 352
Язык: английский
Формат: pdf (true), epub (true)
Размер: 20.3 MB, 10.2 MB

Baseball is not the only sport to use "moneyball." American football fans, teams, and gamblers are increasingly using data to gain an edge against the competition. Professional and college teams use data to help select players and identify team needs. Fans use data to guide fantasy team picks and strategies. Sports bettors and fantasy football players are using data to help inform decision making. This concise book provides a clear introduction to using statistical models to analyze football data. Whether your goal is to produce a winning team, dominate your fantasy football league, qualify for an entry-level football analyst position, or simply learn R and Python using fun example cases, this book is your starting place. We wrote this book for beginners and have included appendixes for people with minimal-to-no prior programming experience.

Название: Introduction to Computer Programming with Python
Автор: Harris Wang
Издательство: Remix
Год: 2023
Страниц: 500
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

This introduction to computer programming with Python begins with some of the basics of computing and programming before diving into the fundamental elements and building blocks of computer programs in Python language. From the installation of Python, Python interactive programming, and integrated development environments to raising and handling exceptions, using compound data types to solve problems, and implement divide-and-conquer processes using functions, classes and modules, this textbook will set students up for success in programming and computing study and practice. The included exercises and projects are designed to hone students’ skills. Python was designed with the principle of “programming for everyone.” Programs written in Python are clean and easy to read. Yet Python is a general-purpose programming language and very powerful to code in. Programming in Python has the least overhead, especially when compared to Java.

Название: Unity Development Cookbook: Real-Time Solutions from Game Development to AI, 2nd Edition
Автор: Paris Buttfield-Addison, Jon Manning, Tim Nugent
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 433
Язык: английский
Формат: True PDF, True EPUB (Retail Copy)
Размер: 39.6 MB, 16.4 MB

Learn everything you need to know to use the powerful Unity engine to its full potential for 3D and 2D game development, simulation, artificial intelligence, and beyond. From the basics of scripting to techniques for interactivity, AI and behavior, animation, narrative, and networking, this flexible, mind-bogglingly popular engine is useful for anything that needs visuals and real-time simulation. With this thoroughly updated problem-solving cookbook, beginner and intermediate Unity developers will learn about the Unity engine through brief recipes that teach specific features of the software and scripting systems. You'll apply a collection of snippets of code to address common scenarios such as properly keeping score, accepting input, and sharing state over the network. In this book, we’ve assembled a selection of recipes to solve common problems that we’ve found ourselves solving over and over as we build using Unity. This book won’t cover every single tiny thing you want to know about Unity, but it hopefully covers the majority of things you’d be doing day-to-day in video game development.

Название: Лингвистические основы языка программирования С
Автор: Бурмашева Н.В.
Издательство: Екатеринбург: Уральский федеральный университет
Год: 2023
Формат: pdf
Страниц: 86
Размер: 15 mb
Язык: русский

В учебном пособии описаны базовые конструкции языка программирования С как элементы искусственного формализованного языка. Рассмотрены синтаксические, лексические и семантические основы текстов на этом языке. В заключительной части достаточно подробно разбирается задача из области математической лингвистики, приводятся различные алгоритмы ее решения, обсуждаются варианты их реализации на языке С и возможные трудности на данном пути.

Название: Head First Python: A Learner's Guide to the Fundamentals of Python Programming, A Brain-Friendly Guide, 3rd Edition (Final)
Автор: Paul Barry
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 666
Язык: английский
Формат: pdf (true), epub (true)
Размер: 96.0 MB, 124.3 MB

Want to learn the Python language without slogging your way through how-to manuals? With Head First Python, you'll quickly grasp Python's fundamentals by working with built-in data structures and functions. You'll build your very own web app, which—once it's ready for prime time—runs in the cloud. You'll learn how to wrangle data with Python, scrape data from the web, feed data to Pandas, and interact with databases. This third edition is a complete learning experience that will help you become a bona fide Python programmer in no time. If you've read a Head First book, you know what to expect: a visually rich format designed for the way your brain works. If you haven't, you're in for a treat. With this book, you'll learn Python through a multisensory experience that engages your mind—rather than a text-heavy approach that puts you to sleep.

Название: Cyber Malware: Offensive and Defensive Systems
Автор: Iman Almomani, Leandros A. Maglaras, Mohamed Amine Ferrag
Издательство: Springer
Год: 2024
Страниц: 310
Язык: английский
Формат: pdf (true), epub
Размер: 24.7 MB

This book provides the foundational aspects of malware attack vectors and appropriate defense mechanisms against malware. The book equips readers with the necessary knowledge and techniques to successfully lower the risk against emergent malware attacks. Topics cover protections against malware using machine learning algorithms, Blockchain and AI technologies, smart AI-based applications, automated detection-based AI tools, forensics tools, and much more. The authors discuss theoretical, technical, and practical issues related to cyber malware attacks and defense, making it ideal reading material for students, researchers, and developers. The book has two clear goals. The first is to bring in front important security problems that arise in the advent of malware, and the second is to highlight a variety of possible solution approaches that might be able to address them. Specialists and experts present their significant efforts to fulfill these goals.

Название: Artificial Intelligence, Internet of Things, and Society 5.0
Автор: Azzam Hannoon, Abdullah Mahmood
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 590
Язык: английский
Формат: pdf (true), epub
Размер: 32.8 MB

This book unlike any other previous book provides a platform for scholars and researchers to present the latest insights and findings on the application of Artificial Intelligence (AI) and other sustainable technologies for a human-centric society. It brings together technology with society with special attention given to AI and IoT-related intricacies for a digital economy. It covers a variety of research topics including block ciphers, network marketing for sustainability entrepreneurship and AI, AI and stock trading decisions, digital transformation, knowledge management, chatbot engineering, cybersecurity, and smart metering system. The book is a comprehensive reference work for scholars, academics, policymakers, students, and professionals presenting an overall understanding of AI, its present and future trends, and presents a discourse on important policies and strategies on inclusivity, diversity, bias, accountability, security, metaverse applications of AI, and other technologies such as IoT.