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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.

Название: Artificial Intelligence, Fintech, and Financial Inclusion
Автор: Rajat Gera, Djamchid Assadi, Marzena Starnawska
Издательство: CRC Press
Серия: Innovations in Big Data and Machine Learning
Год: 2024
Страниц: 179
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book covers Big Data, Machine Learning, and Artificial Intelligence-related technologies and how these technologies can enable the design, development, and delivery of customer-focused financial services to both corporate and retail customers, as well as how to extend the benefits to the financially excluded sections of society. Artificial Intelligence, Fintech, and Financial Inclusion describes the applications of Big Data and its tools such as Artificial Intelligence and Machine Learning in products and services, marketing, risk management, and business operations. It also discusses the nature, sources, forms, and tools of Big Data and its potential applications in many industries for competitive advantage.

Название: Algorithmic Thinking, 2nd Edition: Unlock Your Programming Potential
Автор: Daniel Zingaro
Издательство: No Starch Press
ISBN: 978-1-7185-0323-6
Год: 2024
Страниц: 926
Формат: PDF, EPUB
Размер: 24 Mб
Язык: English

Get in the game and learn essential computer algorithms by solving competitive programming problems, in the fully revised second edition of the bestselling original. (Still no math required!)
Learn the intricacies of hash tables, recursion, dynamic programming, trees, graphs, and heaps. Become proficient in choosing and implementing the best solutions for any coding challenge.

Название: An Introduction to Scientific Computing: Fifteen Computational Projects Solved with MATLAB, 2nd Edition
Автор: Ionut Danaila, Pascal Joly, Sidi Mahmoud Kaber
Издательство: Springer
Год: 2023
Страниц: 379
Язык: английский
Формат: pdf (true), epub
Размер: 60.1 MB

This book demonstrates scientific computing by presenting twelve computational projects spanning a broad spectrum of disciplines including Fluid Mechanics, Chemistry, Elasticity, Thermal Science, Computer Aided Design, Signal and Image Processing and more. Each project guides the reader through typical steps of scientific computing, from physical and mathematical description of the problem, to numerical formulation and programming and finally to critical discussion of results. The text teaches practical computational methods which are not usually available in basic textbooks: numerical checking of accuracy or stability, choice of boundary conditions, effective solving of linear systems, comparison to exact solutions and more. Programming techniques such as vectorial programming and memory storage optimization are addressed, and chapter-ending references form a guide for further reading. The final section of each project contains the solutions to proposed exercises and guides the reader in using the MATLAB scripts available online. We consider that an interpreted language (such as MATLAB, SCILAB, and OCTAVE) is the ideal framework to start a scientific programming activity.