Название: AI Revealed: Theory, Applications, Ethics
Автор: Erik Herman
Издательство: Mercury Learning and Information
Год: 2025
Страниц: 185
Язык: английский
Формат: pdf (true), epub
Размер: 14.8 MB

This book is a guide to navigating the ever-changing landscape of Artificial Intelligence. It is designed for both novices and seasoned professionals, covering a wide range of topics from fundamental concepts to cutting-edge advancements. Readers will investigate the principles of Machine Learning, explore the intricacies of Deep Learning architectures, and discover the applications of natural language processing (NLP) and computer vision. Through concise explanations and practical examples, readers will gain the knowledge and skills necessary to confidently navigate the dynamic field of Artificial Intelligence (AI). Additionally, the text examines real-world case studies and addresses important ethical issues, providing valuable insights into the ethical implications and societal impacts of technology. Python stands as the undisputed lingua franca for AI development, owing to its readability, versatility, and the extensive ecosystem of libraries it supports. For beginners venturing into the realm of AI, mastering Python basics is paramount.

Название: Generative AI in Banking Financial Services and Insurance: A Guide to Use Cases, Approaches and Insights
Автор: Anshul Saxena, Shalaka Verma, Jayant Mahajan
Издательство: Apress
Год: 2024
Страниц: 322
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This book explores the integration of Generative AI within the Banking, Financial Services, and Insurance (BFSI) sector, elucidating its implications, applications, and the future landscape of BFSI. The first part delves into the origins and evolution of Generative AI, providing insights into its mechanics and applications within the BFSI context. It goes into the core technologies behind Generative AI, emphasizing their significance and practical applications. The second part explores how Generative AI intersects with core banking processes, ranging from transactional activities to customer support, credit assessment, and regulatory compliance. It focuses on the digital transformation driving investment banking into the future. It also discusses AI’s role in algorithmic trading, client interactions, and regulatory adaptations. It analyzes AI-driven techniques in portfolio management, customer-centric solutions, and the next-generation approach to financial planning and advisory matters. By the end of this book you will understand Generative AI’s present and future role in the BFSI sector. For professionals in the BFSI and IT sectors, including system administrators and programmers.

Название: PHP 8 Objects, Patterns, and Practice: Volume 1, Mastering OO Enhancements and Design Patterns, 7th Edition
Автор: Matt Zandstra
Издательство: Apress
Год: 2024
Страниц: 594
Язык: английский
Формат: pdf
Размер: 10.1 MB

Develop elegant and rock-solid systems using PHP, aided by three key elements: object fundamentals, design principles, and best practices. Now in its seventh 7th edition, this book has been fully updated for PHP 8.3 and split into two volumes to better accommodate its wealth of new content. Volume 1 covers objects and patterns, while Volume 2 focuses on tools and best practices. You’ll begin this volume by reviewing PHP's object-oriented features and other key topics such as class declarations, inheritance, and reflection. The second part of the book is devoted to design patterns. It explains the principles that make patterns powerful and covers many of the classic design patterns, including enterprise and database patterns. For anyone with at least a basic knowledge of PHP who wants to use its object-oriented features in their projects.

Название: Applied Data Science Using Pyspark: Learn the End-to-end Predictive Model-building Cycle, 2nd Edition
Автор: Ramcharan Kakarla, Sundar Krishnan, Balaji Dhamodharan, Venkata Gunnu
Издательство: Apress
Год: 2024
Страниц: 447
Язык: английский
Формат: pdf
Размер: 18.0 MB

This comprehensive guide with hand-picked examples of daily use cases will walk you through the end-to-end predictive model-building cycle with the latest techniques and tricks of the trade. In Chapters 1, 2 & 3, we will get started with setting up the environment, and the basics of PySpark focusing on data manipulations. In Chapter 4, we will dive into the art of Variable Selection where we demonstrate various selection techniques available in PySpark. In Chapters 5, 6 & 7, we take you on the journey of machine learning algorithms, implementations and fine-tuning techniques. Chapters 8 and 9 will walk you through machine learning pipelines, and various methods available to operationalize the model and serve it through docker/API. For data scientists and machine learning and deep learning engineers who want to learn and use PySpark for real-time analysis of streaming data.

Название: Изучаем Python: программирование игр, визуализация данных, веб-приложения. 3-е изд. дополненное и переработанное
Автор: Мэтиз Э.
Издательство: Питер
Год: 2025
Формат: PDF
Страниц: 562
Размер: 73 Mb
Язык: Русский

«Изучаем Python» — это самое популярное в мире руководство по языку Python. Вы сможете не только максимально быстро его освоить, но и научитесь писать программы, устранять ошибки и создавать работающие приложения.

Название: Powerful Python: Patterns and Strategies with Modern Python (Final Release)
Автор: Aaron Maxwell
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 200
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 10.1 MB

Once you've mastered the basics of Python, how do you skill up to the top 1%? How do you focus your learning time on topics that yield the most benefit for production engineering and data teams—without getting distracted by info of little real-world use? This book answers these questions and more. Based on author Aaron Maxwell's software engineering career in Silicon Valley, this unique book focuses on the Python first principles that act to accelerate everything else: the 5% of programming knowledge that makes the remaining 95% fall like dominos. It's also this knowledge that helps you become an exceptional Python programmer, fast. This book is for you if you know the basics of Python and have mastered just about everything the beginner tutorials can teach you. It is also for those who want to learn more advanced techniques and strategies, so you can do more with Python, and more with coding, than you could before.

Название: Computational Intelligence in Sustainable Computing and Optimization: Trends and Applications
Автор: Balamurugan Balusamy, Vinayakumar Ravi, Rajesh Kumar Dhanaraj
Издательство: Morgan Kaufmann/Elsevier
Год: 2025
Страниц: 348
Язык: английский
Формат: epub
Размер: 56.5 MB

Computational Intelligence in Sustainable Computing and Optimization: Trends and Applications focuses on developing and evolving advanced Computational Intelligence algorithms for the analysis of data involved in applications, such as agriculture, biomedical systems, bioinformatics, business intelligence, economics, disaster management, e-learning, education management, financial management, and environmental policies. The book presents research in sustainable computing and optimization, combining methods from engineering, mathematics, AI, and Computer Science to optimize environmental resources. Computational Intelligence in the field of sustainable computing combines Computer Science and engineering in applications ranging from Internet of Things (IoT), information security systems, smart storage, cloud computing, intelligent transport management, cognitive and bio-inspired computing, and management science. In addition, data intelligence techniques play a critical role in sustainable computing. Recent advances in data management, data modeling, data analysis, and AI are finding applications in energy networks and thus making our environment more sustainable.

Название: Modern Web Development with Angular: Build Cutting-Edge, Scalable Web Apps from Scratch with Angular, TypeScript, and Reactive Programming
Автор: Duncan Faulkner, Pierre Bouillon
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 307
Язык: английский
Формат: epub (true)
Размер: 31.6 MB

Learn modern Angular development and jumpstart your web development journey. Angular is one of the most popular and powerful frameworks for building dynamic, scalable web applications. With its robust ecosystem, it’s widely used to create high-performance, enterprise-level applications. This book offers a hands-on approach to mastering Angular, guiding you from setting up your development environment to exploring advanced topics like unit testing. You’ll start by learning how to set up Angular and create your first application, followed by gaining a solid understanding of TypeScript, enhancing your ability to work with Angular’s strongly typed features. The book covers core building blocks like components, directives, pipes, and services, providing a strong foundation for robust applications. You’ll also explore Angular’s reactivity system and how to handle asynchronous data to build dynamic UIs. It dives into component communication, data flow, and both Reactive and Template-Driven forms, helping you implement form validation and handle user input effectively.

Название: Прикладное программирование на C# в среде VS.NET 2008
Автор: Снетков В.М.
Издательство: ИНТУИТ, Ай Пи Ар Медиа
Год: 2022
Формат: pdf
Страниц: 1690
Размер: 98.6 Мб
Язык: Русский

В практикуме представлены лабораторные работы, знакомящие с приемами практического применения технологий программирования XNA, WPF, ADO.NET и Crystal Reports в среде VS.NET 2008.

Название: Unity Cookbook: Core Recipes for Game Developers
Автор: Christopher Coutinho
Издательство: Apress
Год: 2024
Страниц: 641
Язык: английский
Формат: pdf
Размер: 17.7 MB

Master the intricacies of Unity's character controllers with a deep dive into Unity's Starter Assets. This book is an essential resource for game developers looking to elevate their skills in Unity game development, offering detailed insights and practical examples to help you create complete, sophisticated, high-performance systems. Explore Unity's New Input System, a revolutionary framework designed to enhance control and flexibility in game development. Delve into the art of architecting enemy AI using Finite State Machines (FSMs) to create intelligent and responsive behaviors. Build a sophisticated melee combat system inspired by top-tier action games. Unlock the potential of advanced player movement with a focus on parkour mechanics. Optimize game performance through efficient object pooling techniques. For game developers with a foundational understanding of game development concepts, the Unity 3D engine, and C# programming. Ideal readers should have a basic grasp of Unity's interface and primary functionalities to fully benefit from the content.