Название: Effective Machine Learning Teams: Best Practices for Ml Practitioners (Final)
Автор: David Tan, Ada Leung, David Colls
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 402
Язык: английский
Формат: pdf (true), epub (true)
Размер: 15.1 MB, 10.1 MB

Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to apply time-tested software engineering skills and Lean product delivery practices to reduce toil and waste, shorten feedback loops, and improve your team's flow when building ML systems and products. Based on the authors' experience across multiple real-world data and ML projects, the proven techniques in this book will help your team avoid common traps in the ML world, so you can iterate and scale more quickly and reliably. You'll learn how to overcome friction and experience flow when delivering ML solutions.

Название: Scalable AI and Design Patterns: Design, Develop, and Deploy Scalable AI Solutions
Автор: Abhishek Mishra
Издательство: Apress
Год: 2024
Страниц: 268
Язык: английский
Формат: pdf, epub
Размер: 27.0 MB

Understand and apply the design patterns outlined in this book to design, develop, and deploy scalable AI solutions that meet your organization's needs and drive innovation in the era of intelligent automation. This book begins with an overview of scalable AI systems and the importance of design patterns in creating robust intelligent solutions. It covers fundamental concepts and techniques for achieving scalability in AI systems, including data engineering practices and strategies. The book also addresses scalable algorithms, models, infrastructure, and architecture considerations. Additionally, it discusses deployment, productionization, real-time and streaming data, edge computing, governance, and ethics in scalable AI. Real-world case studies and best practices are presented, along with insights into future trends and emerging technologies. The book focuses on scalable AI and design patterns, providing an understanding of the challenges involved in developing AI systems that can handle large amounts of data, complex algorithms, and real-time processing.

Название: Generative AI in Higher Education: The ChatGPT Effect
Автор: Cecilia Ka Yuk Chan, Tom Colloton
Издательство: Routledge
Год: 2024
Страниц: 287
Язык: английский
Формат: pdf (true)
Размер: 19.3 MB

Chan and Colloton’s book is one of the first to provide a comprehensive examination of the use and impact of ChatGPT and Generative AI (GenAI) in higher education. Since November 2022, every conversation in higher education has involved ChatGPT and its impact on all aspects of teaching and learning. The book explores the necessity of AI literacy tailored to professional contexts, assess the strengths and weaknesses of incorporating ChatGPT in curriculum design, and delve into the transformation of assessment methods in the GenAI era. The authors introduce the Six Assessment Redesign Pivotal Strategies (SARPS) and an AI Assessment Integration Framework, encouraging a learner-centric assessment model. The necessity for well-crafted AI educational policies is explored, as well as a blueprint for policy formulation in academic institutions. Technical enthusiasts are catered to with a deep dive into the mechanics behind GenAI, from the history of neural networks to the latest advances and applications of GenAI technologies. Generative AI (GenAI) is a subset of Artificial Intelligence that involves creating new data or content. Opening with an introductory backdrop on Artificial Intelligence (AI), Big Data, the Internet of Things (IoT) and Generative AI (GenAI), the Chapter 1 offers readers foundational knowledge of these groundbreaking technologies and their specific applications within the educational settings. The spotlight is cast on ChatGPT by OpenAI, highlighting its potential as a revolutionary tool in higher education.

Название: Object-Oriented Programming
Автор: Amany Fawzy Elgamal
Издательство: Cambridge Scholars Publishing
Год: 2024
Страниц: 157
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book explores the concepts of object-oriented programming, which have become the cornerstone of most programming languages. The book introduces the meaning of classes and objects, inheritance, encapsulation, and polymorphism. It also contains examples of Unified Modeling Language (UML) that enable the reader to model systems. The book explains these concepts in a simple manner and includes the application of these concepts through a large number of examples in three different programming languages: C#, VB.Net, and Python. The concepts introduced in the book are applicable to any programming language which supports object-oriented programming. The book is an indispensable resource that will enhance its readers’ system development skills.

Название: Lua for Sysadmins: A Fast-Paced Guide to Scripting and Automation
Автор: Randy H. Mills
Издательство: Independently published
Год: 2024
Страниц: 152
Язык: английский
Формат: pdf
Размер: 14.3 MB

Lua is a powerful, lightweight scripting language gaining traction among system administrators for its simplicity, speed, and embeddability. Unlike complex programming languages, Lua's concise syntax and minimal footprint make it ideal for automating repetitive tasks and extending system functionalities efficiently. This book is written by a seasoned system administrator with a passion for automation and a keen understanding of the challenges faced in daily system management. Gain valuable tips and best practices for writing well-structured, maintainable, and secure Lua automation scripts. This book is designed to be a fast-paced guide, allowing you to grasp the core concepts and start automating tasks quickly. Ready to unlock the power of Lua and transform your system administration workflow? Get your copy of "Lua for Sysadmins" today and start automating your way to a more efficient and productive work environment!

Название: Python Game Programming By Example: Python Games
Автор: Success Kpk
Издательство: Independently published
Год: 2024
Страниц: 467
Язык: английский
Формат: pdf
Размер: 27.3 MB

Embark on an exhilarating journey into the world of game development with "Python Game Development Unleashed." This comprehensive and hands-on guide is your ticket to unlocking the full potential of Python for creating captivating and interactive games. Dive into the realm of game development, armed with practical examples, real-world projects, and expert guidance. Whether you're a beginner seeking an entry point into the gaming universe or an experienced developer looking to expand your Python skills, this ebook is designed to empower you at every level. Whether you aspire to create the next indie game sensation or simply want to explore the exciting world of game development, "Python Game Development Unleashed" is your go-to guide. Immerse yourself in the art and science of game creation, and let your Python skills shine in the realm of interactive entertainment. Don't just learn Python; level up your skills by crafting your own games!

Название: Pro Angular 16 (Final Release)
Автор: Adam Freeman
Издательство: Manning Publications
Год: 2024
Страниц: 848
Язык: английский
Формат: pdf (true)
Размер: 14.1 MB

Get Pro Angular 16, the most comprehensive guide to the Angular web framework available. Thousands of web developers have relied on Adam Freeman’s Pro Angular series to get the most out of the Angular framework. Now in this revised sixth edition, Adam takes you from Angular’s basic components to its most complex functions, highlighting common pitfalls and new features such as signals. Pro Angular 16 gives you everything you need to build Angular apps that are easy to test, easy to maintain, and easy to extend and scale. You’ll start with the basics—plus a refresher on HTML and TypeScript. You’ll quickly move on to explore Angular’s built-in functionalities and customization options, then dive into advanced features like asynchronous HTTP requests and component libraries. Now in its sixth edition, Pro Angular 16 shows you the path to Angular mastery. This thoroughly revised book helps you build a toolbox of Angular skills, from directives and components to creating services and optimizing application delivery. Throughout, you’ll use your skills to build a professional-level project—a SportStore e-commerce complete with checkout, administration, and deployment. Along the way, you’ll pick up some great TypeScript techniques that will boost your web dev productivity.

Название: Beginning React: A Step-By-Step Gentle Guide to Learn React for Beginners
Автор: Nathan Sebhastian
Издательство: Independently published
Год: 2024
Страниц: 135
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Do you feel frustrated when learning React? Are you confused when looking at React code? Beginning React is the guide you need to cut through the brain fog and information overload. With this book, you will finally see how to develop web applications using React. Each chapter explains a topic in plain English and includes practical code examples. There are also two projects included in this book that will give you the "experience" of building a web application using React. Complete Source Code Included. Most books didn't come with the source code, leaving you stressed in the dark. Unlike other resources, I believe in transparency and empowerment. That's why I provide you with access to the source code, seamlessly integrated in each chapter. You have the power to inspect, analyze, and understand every part of code used to build a web application.The source code is hosted on public repositories so you can revisit them whenever you need to refresh your memory or reinforce your understanding of specific topics. The book is designed to be easy to understand and accessible to anyone looking to learn React. It provides a step-by-step gentle guide that will help you understand how to use React to build a dynamic application. Plus, I make sure my book is engaging and fun so you will stay motivated. The goal of this book is to help you see how to build an application using React. We focus only on the essentials and immediately start a project once we have the basic React knowledge.

Название: Python for Finance: A Crash Course Modern Guide: Learn Python Fast
Автор: Hayden Van Der Post, Vincent Bisette
Издательство: Reactive Publishing
Год: 2024
Страниц: 391
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"Step into the future of finance with 'Python for Finance: A Crash Course Modern Guide,' the essential manual for anyone looking to gain a competitive edge in today's digital economy. This isn't just a book; it's your gateway to mastering the revolutionary tools that are transforming the financial industry. In a landscape where data is king and algorithms rule, understanding how to leverage Python is no longer a luxury—it's a necessity. Written by Hayden Van Der Post, MBA, BA, this guide demystifies the complexities of Python programming, making it accessible for financial professionals, investors, and students alike. With a clear, engaging style, Van Der Post walks you through the fundamentals of Python, all the way to the sophisticated techniques used in financial analysis and investment strategies. From building robust financial models to automating trading algorithms, this book is packed with real-world examples and practical exercises that simulate the challenges of the finance sector. The target audience for this book is not beginners to programming or finance. Rather, it is written for those who already possess an intermediate to advanced understanding of Python and a solid foundation in financial concepts. Whether you are a finance professional seeking to enhance your analytical skills, a data scientist aspiring to specialize in financial applications, or a student in a related field aiming to expand your expertise, this book is tailored for you.

Название: DNAI: The AI Management (AIM) Framework
Автор: Kartik Sakthivel
Издательство: Brain Fuel Books, LLC
Год: 2024
Страниц: 418
Язык: английский
Формат: pdf
Размер: 51.7 MB

Artificial Intelligence (AI) is transforming our world at a pace that has never been seen before. A seminal moment for our species, AI will reshape and recreate entire industries and professions. Sustained success with AI isn’t just about AI adoption - to harness AI’s full potential, incorporating best practices into the very DNA of your organization is of paramount importance. Whether you're in a business role or an IT role, an executive, a seasoned professional, or just stepping into AI, this book equips you with the insights, strategies, and frameworks to embed AI into your organization's DNA for sustained success. This book introduces the Artificial Intelligence Management (AIM) Framework - 25 best practices and 4 basic principles - including turnkey, customizable, and extensible tools that can be applied within your organizations. Apply the AIM Framework to be able to capitalize on the promise of AI and avoiding potential pitfalls. Actioned in unison with your own corporate goals, the AIM Framework is a vital prescriptive instrument for you to engineer splicing AI into the strands of your corporate DNA to equip yourself and your firms to realize sustained and long-term success with AI.