The Rust Guide To Generative Ai
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The Rust Guide To Generative Ai
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Author :
language : en
Publisher: Anand Vemula
Release Date : 2024-08-23
The Rust Guide To Generative Ai written by and has been published by Anand Vemula this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-23 with Antiques & Collectibles categories.
" This guide is crafted for those interested in leveraging Rust's performance and safety features to build innovative generative AI models. Starting with the basics, the book covers essential models such as Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs), providing clear, practical examples that demonstrate their implementation in Rust. As the book progresses, it delves into more sophisticated topics, including advanced model architectures like transformers and diffusion models. It also covers critical optimization techniques, ensuring that your AI models are both efficient and effective. The ethical aspects of AI development are thoroughly discussed, with practical advice on how to address common pitfalls such as bias and misinformation. This book is packed with hands-on exercises, from constructing full AI pipelines to applying Rust in real-world scenarios such as AI-driven art and content generation. By the conclusion, readers will have gained a solid understanding of how to utilize Rust for building and deploying generative AI models across a variety of applications. "
Rust For Generative Ai Practical Approaches And Applications
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Author : Anand Vemula
language : en
Publisher: Anand Vemula
Release Date :
Rust For Generative Ai Practical Approaches And Applications written by Anand Vemula and has been published by Anand Vemula this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
This book is designed for developers and AI enthusiasts who want to explore the potential of Rust in creating sophisticated generative models. It begins with foundational concepts, guiding readers through the implementation of key models like Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs), all within the Rust ecosystem. As you advance through the book, you’ll uncover more complex topics such as transformer models and diffusion models, alongside practical techniques for optimizing AI performance using Rust's robust capabilities. Special attention is given to ethical considerations in AI, ensuring that you’re equipped to handle issues like bias and misinformation responsibly. The book also features hands-on projects that allow you to apply what you've learned, from building end-to-end AI pipelines to creating AI-driven content for real-world applications like video synthesis and personalized recommendations. By the end of this book, you'll be well-versed in the use of Rust for developing, optimizing, and deploying cutting-edge generative AI solutions.
Transforming Business Through Digital Sustainability Models
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Author : Younas, Afshan
language : en
Publisher: IGI Global
Release Date : 2025-05-08
Transforming Business Through Digital Sustainability Models written by Younas, Afshan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-08 with Business & Economics categories.
Sustainability and digitalization are becoming essential in businesses. It is necessary to enhance collaboration between the digitalization of business and sustainability. Global business practices that focus on sustainability through the digital transformation process can stay competitive and socially responsible. As a result, there is a need and growing demand for resources that help businesses identify the complexities of digital business transformation while achieving sustainable practices. Transforming Business Through Digital Sustainability Models explores sustainability through digitalization practices, identifies problems, and explores innovative solutions. It has educational and professional values that provide practical insights and strategies for achieving sustainability through the digitalization of businesses. Covering topics such as stakeholder engagement, cost savings, and ecosystem restoration, this book is an excellent resource for business leaders, sustainability activists, policymakers, researchers, academicians, and more.
Generative Artificial Intelligence In Finance
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Author : Pethuru Raj Chelliah
language : en
Publisher: John Wiley & Sons
Release Date : 2025-03-11
Generative Artificial Intelligence In Finance written by Pethuru Raj Chelliah and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-11 with Computers categories.
This comprehensive volume delves deep into the diverse applications and implications of generative AI across accounting, finance, economics, business, and management, providing readers with a holistic understanding of this rapidly evolving landscape. Generative Artificial Intelligence in Finance: Large Language Models, Interfaces, and Industry Use Cases to Transform Accounting and Finance Processes provides a comprehensive guide to ethically harnessing generative AI systems to reshape financial management. Generative AI is a key theme across the accounting and finance sectors to drive significant optimizations leading to sustainability. Across 22 chapters, leading researchers supply innovative applications of large language models across the economic realm. Through detailed frameworks, real-world case studies, and governance recommendations, this book highlights applied research for generative AI in finance functions. Several chapters demonstrate how data-driven insights from AI systems can optimize complex financial processes to reduce resource usage, lower costs, and drive positive environmental impact over the long term. In addition, chapters on AI-enabled risk assessment, fraud analytics, and regulatory technology highlight applied research for generative AI in finance. The book also explores emerging applications like leveraging blockchain and metaverse interfaces to create generative AI models that can revolutionize areas from carbon credit trading to virtual audits. Overall, with in-depth applied research at the nexus of sustainability and optimization enabled by data science and generative AI, the book offers a compilation of best practices in leveraging AI for optimal, ethical, and future-oriented financial management. Audience The audience for this book is quite diverse, ranging from financial and accounting experts across banking, insurance, consultancies, regulatory agencies, and corporations seeking to enhance productivity and efficiency; business leaders want to implement ethical and compliant AI practices; researchers exploring the domain of AI and finance.
The Generative Ai Impact
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Author : Antonio Crupi
language : en
Publisher: Emerald Group Publishing
Release Date : 2025-07-17
The Generative Ai Impact written by Antonio Crupi and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-17 with Business & Economics categories.
The book shows how Society 5.0 aims to create a human-centric society where technological development is accessible to all. Industry 4.0 technologies play an active role in daily life, industry, healthcare, and other areas, promoting progress, technological advancement, and individual wellbeing.
Delta Lake The Definitive Guide
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Author : Denny Lee
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-10-30
Delta Lake The Definitive Guide written by Denny Lee and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-30 with Computers categories.
Ready to simplify the process of building data lakehouses and data pipelines at scale? In this practical guide, learn how Delta Lake is helping data engineers, data scientists, and data analysts overcome key data reliability challenges with modern data engineering and management techniques. Authors Denny Lee, Tristen Wentling, Scott Haines, and Prashanth Babu (with contributions from Delta Lake maintainer R. Tyler Croy) share expert insights on all things Delta Lake--including how to run batch and streaming jobs concurrently and accelerate the usability of your data. You'll also uncover how ACID transactions bring reliability to data lakehouses at scale. This book helps you: Understand key data reliability challenges and how Delta Lake solves them Explain the critical role of Delta transaction logs as a single source of truth Learn the Delta Lake ecosystem with technologies like Apache Flink, Kafka, and Trino Architect data lakehouses with the medallion architecture Optimize Delta Lake performance with features like deletion vectors and liquid clustering
Reshaping Marketing Science In Wholesaling And Retailing
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Author : Tarnanidis, Theodore K.
language : en
Publisher: IGI Global
Release Date : 2024-08-21
Reshaping Marketing Science In Wholesaling And Retailing written by Tarnanidis, Theodore K. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-21 with Business & Economics categories.
As consumer preferences shift with the continued innovation of digital technology in the marketing sector, traditional approaches to marketing in wholesaling and retailing become obsolete. With tools like artificial intelligence and eco-friendly advertising strategies, organizations move towards improved marketing tactics and sustainability. To reshape marketing science, businesses must adopt more sustainable and technological approaches to marketing, through methods like data analysis, consumer behavior reporting, or targeted marketing strategies. Reshaping Marketing Science in Wholesaling and Retailing explores continuing trends in marketing science for wholesaling and retailing, such as marketing methods and principles. With a focus on data-driven insights and personalized experiences, the book focuses on sustainable options and the ethics of new retail technological innovations. This book covers topics such as e-commerce, social media, and consumer behavior, and is a useful resource for consultants, economists, business owners, policymakers, academicians, researchers, and scientists.
Trust In Generative Artificial Intelligence
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Author : Joanna Paliszkiewicz
language : en
Publisher: Taylor & Francis
Release Date : 2025-03-31
Trust In Generative Artificial Intelligence written by Joanna Paliszkiewicz and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-31 with Business & Economics categories.
Trust in Generative Artificial Intelligence: Human‐Robot Interaction and Ethical Considerations is a comprehensive exploration of the critical role of trust in the rapidly evolving world of AI. Edited by Joanna Paliszkiewicz, Ireneusz Dąbrowski, and Leila Halawi, this book provides a thorough examination of how trust influences the integration and effectiveness of generative AI in various aspects of society. The book spans three main sections, offering insights from international experts across multiple disciplines and a blend of theoretical foundations and practical insights, making it a valuable resource for both understanding and implementing trust in AI systems. Readers will benefit from in‐depth analyses of emerging trends, systematic literature reviews, and case studies on trust in diverse contexts, from social media to healthcare. The focus on human‐robot interaction and ethical considerations provides a nuanced understanding of the psychological and ethical factors at play. Aimed at researchers, practitioners, and policymakers interested in AI, ethics, and human‐robot interaction, this edited collection is also suitable for educators and students in fields related to AI and technology, providing a comprehensive resource for academic study and practical application.
Building Generative Ai Services With Fastapi
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Author : Alireza Parandeh
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2025-04-15
Building Generative Ai Services With Fastapi written by Alireza Parandeh and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-15 with Computers categories.
Ready to build production-grade applications with generative AI? This practical guide takes you through designing and deploying AI services using the FastAPI web framework. Learn how to integrate models that process text, images, audio, and video while seamlessly interacting with databases, filesystems, websites, and APIs. Whether you're a web developer, data scientist, or DevOps engineer, this book equips you with the tools to build scalable, real-time AI applications. Author Alireza Parandeh provides clear explanations and hands-on examples covering authentication, concurrency, caching, and retrieval-augmented generation (RAG) with vector databases. You'll also explore best practices for testing AI outputs, optimizing performance, and securing microservices. With containerized deployment using Docker, you'll be ready to launch AI-powered applications confidently in the cloud. Build generative AI services that interact with databases, filesystems, websites, and APIs Manage concurrency in AI workloads and handle long-running tasks Stream AI-generated outputs in real time via WebSocket and server-sent events Secure services with authentication, content filtering, throttling, and rate limiting Optimize AI performance with caching, batch processing, and fine-tuning techniques Visit the Book's Website.
Challenges And Opportunities In The Artificial Intelligence Era
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Author : Carolina Machado
language : en
Publisher: Springer Nature
Release Date : 2025-05-24
Challenges And Opportunities In The Artificial Intelligence Era written by Carolina Machado and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-24 with Computers categories.
This book contributes to a better understanding of the impacts that artificial intelligence (AI) has on organizations and how they reinforce opportunities while simultaneously overcoming the underlying risks. The importance of artificial intelligence in business innovation lies in AI's ability to drive efficient automation, provide strategic insights through advanced data analysis and catalyse the development of personalized products and services, resulting in more effective operations and agile responses to market demands. This book will be read by academics, researchers, managers, engineers, practitioners, and other professionals in different sectors of business and management.