Название: Enabling Microservice Success: Managing Technical, Organizational, and Cultural Challenges (Final)
Автор: Sаrаh Wеlls
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 300
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Microservices can be a very effective approach for delivering value to your organization and to your customers. If you get them right, microservices help you to move fast by making changes to small parts of your system hundreds of times a day. But if you get them wrong, microservices will just make everything more complicated. In this book, technical engineering leader Sarah Wells provides practical, in-depth advice for moving to microservices. Microservices are simple in concept, but the devil is in the details. There are so many aspects to getting the most out of this style of architecture, while also dealing with the complexity it brings. The problem is, getting the most out of microservices often is about nuance. The development of any software-based system requires people and technology coming together, and with microservices the people and organizational aspects are often greatly overlooked. People assume the answer must be a new programming language, more Kubernetes clusters, or perhaps a new vendor. But this approach results in an orgy of technological overload that ends up looking at less than half of the story.

Название: Web API Cookbook: Level Up Your javascript Applications
Автор: Jое Аttаrdi
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 278
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

javascript gives web developers great power to create rich interactive browser experiences, and much of that power is provided by the browser itself. Modern web APIs enable web-based applications to come to life like never before, supporting actions that once required browser plug-ins. Some are still in an experimental stage, but many are ready for use today. With this hands-on cookbook, author Joe Attardi helps you explore the powerful APIs available in modern browsers and guides you through the specific tasks that they unlock. Because these features are web standards, there is comprehensive documentation available from trusted resources such as MDN Web Docs. The knowledge you'll gain is transferable across different companies and projects. A Web API is a series of global objects and functions exposed by the browser. Your javascript code can use these to interact with the Document Object Model (DOM), perform network communication, integrate with native device features, and much more. This book is intended for software developers with some experience with javascript who want to get the most out of the web platform. It assumes that you have a good knowledge of the javascript language itself: syntax, language features, and standard library functions.

Название: Head First Software Architecture: A Learner's Guide to Architectural Thinking (Final)
Автор: Rаju Gаndhi, Маrk Riсhаrds, Nеаl Fоrd
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 550
Язык: английский
Формат: epub (true)
Размер: 73.0 MB

What will you learn from this book? If you're a software developer looking for a quick on-ramp to software architecture, this handy guide is a great place to start. From the authors of Fundamentals of Software Architecture, Head First Software Architecture teaches you how to think architecturally and explores the unique challenges of software architecture. You'll learn the distinction between architecture and design and the relationship between code, components, and architectural styles. You'll also learn how to work with some common architectural styles through vivid, fun examples. Quick, easy, and entertaining, this book is a valuable introduction to the world of software architecture.

Название: Recommender Systems: Frontiers and Practices
Автор: Dоngshеng Li, Jiаnхun Liаn, Lе Zhаng, Каn Rеn
Издательство: Springer/House of Electronics Industry
Год: 2024
Страниц: 292
Язык: английский
Формат: pdf (true), epub
Размер: 25.0 MB

This book starts from the classic recommendation algorithms, introduces readers to the basic principles and main concepts of the traditional algorithms, and analyzes their advantages and limitations. Then, it addresses the fundamentals of Deep Learning, focusing on the deep-learning-based technology used, and analyzes problems arising in the theory and practice of recommender systems, helping readers gain a deeper understanding of the cutting-edge technology used in these systems. Lastly, it shares practical experience with Microsoft 's open source project Microsoft Recommenders. Readers can learn the design principles of recommendation algorithms using the source code provided in this book, allowing them to quickly build accurate and efficient recommender systems from scratch. The emergence of Deep Learning has greatly changed the development of recommendation technology, and it is necessary for researchers and technicians in the field of recommender systems to have a deep understanding of deep learning-based recommendation technology.

Название: LLM Adoption in the Enterprise: A Guide to Building Meaningful Products with Generative AI
Автор: Isаbеllе Nguуеn
Издательство: O’Reilly Media, Inc.
Год: 2024-03-27
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Using large language models (LLMs) as an example, this concise guide illustrates how enterprises should approach the introduction of generative AI into their business models. From a practical understanding of the technology, to efficient and dynamic cross-functional product teams, to agile product lifecycles: packed with real-world examples, this report aims to equip thought leaders with a readily applicable framework for building with AI. Tailored copy written by a chatbot, automated code reviews, and a fully AI-driven yet empathetic and helpful customer support. The potential of large language models (LLMs) to increase productivity and drive return on investment (ROI) seems too good to be true. But this disruptive technology also presents a challenge that goes beyond cost and technical know-how. To bring an LLM-based application to production, product leaders need a pragmatic understanding of the technology, the business outcomes it can drive, and the skills required to bring their product idea to life. They must be able to lead diverse teams through the adoption process and respond to new challenges as they arise. By learning to overcome their initial awe of a new and groundbreaking technology, product leads can begin to embrace the potential of LLMs to address their users’ pain points. In this way, LLMs become a powerful addition to the product team’s toolbox that, when used properly, can solve a variety of text-based problems.

Название: From Concepts to Code: Introduction to Data Science
Автор: Аdаm Р. Таshmаn
Издательство: CRC Press
Год: 2024
Страниц: 386
Язык: английский
Формат: pdf (true)
Размер: 17.4 MB

The breadth of problems that can be solved with Data Science is astonishing, and this book provides the required tools and skills fot a broad audience. The reader takes a journey into the forms, uses, and abuses of data and models, and learns how to critically examine each step. Python coding and data analysis skills are built from the ground up, with no prior coding experience assumed. The necessary background in Computer Science, mathematics, and statistics is provided in an approachable manner. This text uses Python because it is one of the most popular languages for Data Science, it supports the tasks we need to accomplish, and it is relatively easy to learn. It will teach Python by diving into problems with data and solving challenges. It will not methodically catalog what each operator does, what each control structure looks like, and so forth. There are excellent references for learning in this way, with suggestions given later. Finally, the book includes many exercises across different topics, with the hope that they are interesting and motivating. Each step of the Machine Learning lifecycle is discussed, from business objective planning to monitoring a model in production. This end-to-end approach supplies the broad view necessary to sidestep many of the pitfalls that can sink a Data Science project.

Название: Game AI Uncovered: Volume Two
Автор: Раul Rоbеrts
Издательство: CRC Press
Год: 2024
Страниц: 227
Язык: английский
Формат: pdf (true)
Размер: 15.6 MB

Game AI Uncovered: Volume Two continues the series with the collected wisdom, ideas, tricks and cutting‑edge techniques from 22 of the top game AI professionals and researchers from around the world. The techniques discussed in these pages cover the underlying development of a wide array of published titles, including The Survivalists, Wheelman, Plants vs. Zombies: Battle for Neighborville, Dead Space, Zombie Army 4, Evil Genius 2, Sniper Elite 5, Sonic & All‑Stars Racing Transformed, DiRT: Showdown, and more. Contained within this volume are overviews and insights covering a host of different areas within game AI, including generalised planners, player imitation, awareness, dynamic behaviour trees, decision‑making architectures, agent learning for automated playthroughs, utility systems, Machine Learning for cinematography, directed acyclic graphs, environment steering, difficulty scenarios, environmental cues through voxels, automated testing approaches, dumbing down your AI, synchronized path following, and much more. Beginners to the area of game AI, along with professional developers, will find a wealth of knowledge that will not only help in the development of your own games but also spark ideas for new approaches.

Название: Essential Programming for the Technical Artist
Автор: Сhris Rоdа
Издательство: CRC Press
Год: 2024
Страниц: 521
Язык: английский
Формат: pdf (true)
Размер: 76.3 MB

This book is based on a successful curriculum designed to elevate technical artists with no programming experience up to essential programming competency as quickly as possible. Instead of abstract, theoretical problems, the curriculum employs familiar applications encountered in real production environments to demonstrate each lesson. Written with artists in mind, this book introduces novice programmers to the advantageous world of Python programming with relevant and familiar examples. Any digital artists (not just technical artists) will find this book helpful in assisting with day-to-day production activities. Concentrating upon subjects relevant to the creation of computer graphic assets, this book introduces Python basics, functions, data types, object-oriented programming, exception handling, file processing, graphical user interface creation, PEP 8 standards, and regular expressions. Programming within the SideFX Houdini 3D animation software provides a familiar environment for artists to create and experiment with the covered Python topics.

Название: Pythonic Quant: A Comprehensive Guide to Python in Finance
Автор: Науdеn Vаn Dеr Роst
Издательство: Reactive Publishing
Год: 2024
Страниц: 586
Язык: английский
Формат: pdf
Размер: 27.6 MB

Dive into the heart of quantitative finance with 'Pythonic Quant,' your definitive guide to mastering the fusion of Python programming and financial analysis. This book is designed for finance professionals, investors, and economists who have a foundational grasp of Python and are eager to elevate their expertise to new heights. In a world where market complexities surge and the call for innovative financial strategies grows louder, 'Pythonic Quant' emerges as a crucial resource. It moves beyond introductory concepts to explore the sophisticated techniques that marry theory with practical application, steering you through the advanced realms of quantitative finance with ease and precision. Targeted at a discerning audience, 'Pythonic Quant' is not just a book—it's an advancement toolkit for financial analysts, risk management experts, quantitative traders, and anyone involved in crafting cutting-edge investment strategies. With content that spans from refreshing Python basics specifically for finance to unveiling the latest in Machine Learning algorithms, sophisticated mathematical models, and beyond, this book is a treasure trove of knowledge for the year 2024 and onward.

Название: Python Mastery: A Comprehensive Guide from Novice to Expert
Автор: Неshаm Моhаmеd Еlshеrif
Издательство: Eldonusa Publishing
Год: 2024
Страниц: 392
Язык: английский
Формат: pdf
Размер: 39.7 MB

Welcome to Python Mastery: A Comprehensive Guide from Novice to Expert. Whether you're completely new to programming or seeking to expand your skills in one of the most powerful and versatile languages of our time, this book is crafted to be your trusted companion on your journey to mastering Python. Python has garnered immense popularity for its simplicity, readability, and wide range of applications. From web development to Data Science, Artificial Intelligence to automation, Python serves as a cornerstone in the toolkit of modern-day programmers. Its vibrant community, rich ecosystem of libraries, and intuitive syntax make it an ideal choice for both beginners and seasoned developers alike. In this book, we will start from the very basics of Python programming, guiding you through fundamental concepts and gradually delving into more advanced topics. Each chapter is meticulously designed to build upon the previous one, ensuring a smooth and structured learning experience. Throughout this journey, you'll learn not only how to write code but also how to think like a Python programmer. From understanding the core principles of programming to applying advanced techniques in real-world scenarios, you'll gain the confidence and skills needed to tackle any programming challenge with ease.