Ai Solutions

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Enterprise Ai Solutions

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Author : Zuri Deepwater
language : en
Publisher: Publifye AS
Release Date : 2025-02-18

Enterprise Ai Solutions written by Zuri Deepwater and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-18 with Business & Economics categories.

Enterprise AI Solutions explores how major companies are leveraging artificial intelligence to create tangible business value. It moves past the AI hype, focusing on strategic integration, deployment challenges, and measuring AI's impact on key performance indicators. Many companies struggle to realize a return on their AI investment, highlighting the importance of aligning AI with business goals. The book dissects real-world case studies from shareholder reports, showing how companies are using AI in customer relationship management, supply chain optimization, and fraud detection. The book presents a framework for assessing the return on investment for AI initiatives and building a sustainable AI capability. It acknowledges how advancements in machine learning and data analytics have made AI more accessible, but stresses the need for robust data governance. Each chapter examines the challenges and opportunities of AI deployment and provides insights into the strategies and technologies used by successful companies. The book progresses logically, beginning with fundamental AI concepts and then moving into specific applications, culminating in a roadmap for building AI capabilities. This approach allows the book to offer practical examples, best practices, and lessons learned, which readers can apply within their organizations.

Ultimate Azure Ai Services For Gen Ai Solutions

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Author : Shanthababu Pandian
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2025-05-08

Ultimate Azure Ai Services For Gen Ai Solutions written by Shanthababu Pandian and has been published by Orange Education Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-08 with Computers categories.

TAGLINE Master Generative AI with Azure OpenAI, AI Services, and advanced tools for real-world applications! KEY FEATURES ● Step-by-step and structured content designed for beginners, intermediates, and experts alike. ● Master all facets of Generative AI development, including LLMs, LangChain, Prompt Engineering, and Vector Databases. ● Gain insights into implementation strategies through practical, real-world examples. DESCRIPTION Azure OpenAI provides unparalleled access to cutting-edge AI models, empowering enterprises to innovate, automate, and drive transformative business outcomes at scale. Ultimate Azure AI Services for Gen AI Solutions is your gateway to mastering Azure OpenAI and Azure AI services. Whether you’re just starting out or looking to refine your skills, this book covers everything from foundational concepts to advanced techniques. Dive into topics like Large Language Models (LLMs), LangChain, vector databases, embeddings, and Python programming, with a focus on key Azure components such as Storage, Search Services, Azure OpenAI Studio, and Prompt Flow. Through step-by-step hands-on examples, you’ll gain practical insights into the power of prompt engineering, advanced features of Azure’s AI capabilities, and how to implement solutions in language, speech, and vision. You’ll also explore ethical AI practices, ensuring responsible and impactful AI development. This book equips you with the skills to navigate the full Generative AI lifecycle—from development to deployment—ensuring your enterprise stays ahead in this fast-paced field. Don’t miss your chance to transform your business with Azure’s revolutionary AI tools—start building the future today! WHAT WILL YOU LEARN ● Understand core concepts, including Large Language Models (LLMs), LangChain, and embedding techniques. ● Utilize vector databases, embedding methods, and strategies for effective prompt design for Generative AI solutions. ● Gain hands-on experience with Azure Storage, Azure Search Service, Azure OpenAI Service, and Azure OpenAI Studio. ● Leverage Azure’s advanced AI capabilities, including Language, Speech, and Vision Studio, while adhering to responsible AI practices. ● Master the AI product lifecycle, from development to deployment, using Python for AI-driven applications. WHO IS THIS BOOK FOR? This book is tailored for Generative AI enthusiasts, professionals, and developers looking to upskill in Generative AI and integrate it into real-world applications. A basic understanding of Python and Azure is helpful but not required, as the book provides a structured approach to mastering AI implementation with Python and Azure services. TABLE OF CONTENTS 1. Introduction to Generative AI 2. Exploring LLMs and Its Capabilities 3. Vector Database and Embedding Techniques 4. Prompt Engineering and Its Significance 5. Azure Storage for Azure OpenAI Implementations 6. Azure AI Search Services for Azure OpenAI Implementations 7. Getting Started with Generative AI Using Azure OpenAI Services 8. Advanced Azure AI Studio–I 9. Advanced Azure AI Studio–II 10. Generative AI Use Cases for Industries–I 11. Gen AI Implementation Use Case with Azure OpenAI–II Index

Ultimate Generative Ai Solutions On Google Cloud

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Author : Arun Pandey
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2024-12-29

Ultimate Generative Ai Solutions On Google Cloud written by Arun Pandey and has been published by Orange Education Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-29 with Computers categories.

TAGLINE Unlock Generative AI's Potential: Transform Ideas into Reality on Google Cloud! KEY FEATURES ● Step-by-step guidance for building Generative AI apps on Google Cloud Platform. ● Pro tips for fine-tuning models to achieve optimal performance. ● Industry-specific use cases for practical, hands-on learning. DESCRIPTION Generative AI, powered by Google Cloud Platform (GCP), is reshaping industries with its advanced capabilities in automating and enhancing complex tasks. The Ultimate Generative AI Solutions on Google Cloud is your comprehensive guide to harnessing this powerful combination to innovate and excel in your job role. It explores foundational machine learning concepts and dives deep into Generative AI, providing the essential knowledge needed to conceptualize, develop, and deploy cutting-edge AI solutions. Within these pages, you'll explore Large Language Models (LLMs), Prompt engineering, Fine-tuning techniques, and the latest advancements in AI, with special emphasis on Parameter-Efficient Fine-Tuning (PEFT) and Reinforcement Learning with Human Feedback (RLHF). You'll also learn about the integration of LangChain and Retrieval-Augmented Generation (RAG) to enhance AI capabilities. By mastering these techniques, you can optimize model performance while conserving resources. The integration of GCP services simplifies the development process, enabling the creation of robust AI applications with ease. By the end of this book, you will not only understand the technical aspects of Generative AI but also gain practical skills that can transform your work to drive innovation and boost operational efficiency with Generative AI on GCP. WHAT WILL YOU LEARN ● Build and deploy cutting-edge generative AI solutions using Google Cloud, LangChain, and RAG. ● Fine-tune large language models (LLMs) with PEFT to meet precise business objectives. ● Master prompt engineering techniques to enhance model performance with GCP tools. ● Optimize production AI for efficiency and scalability using GCP’s Cloud Functions and Cloud Run. ● Apply real-world industry use cases to drive innovation and solve complex problems with LLMOps. ● Manage and streamline AI projects effectively using GCP services like Dataflow, Pub/Sub, and Monitoring. WHO IS THIS BOOK FOR? This book is tailored for AI practitioners, data scientists, and developers with a foundational knowledge of machine learning and experience using Google Cloud services. Familiarity with Python programming and an interest in generative AI applications will enrich your understanding and support practical implementation of the concepts. TABLE OF CONTENTS 1. Generative AI Essentials 2. Google Cloud Basics 3. Getting Started with Large Language Models 4. Prompt Engineering and Contextual Learning 5. Fine-Tuning a Large Language Model 6. Parameter-Efficient Fine-Tuning (PEFT) 7. Reinforcement Learning with Human Feedback 8. Model Optimization 9. LLMOps for Managing and Monitoring AI Projects 10. Harnessing RAG and LangChain 11. Case Studies and Real-World Implementations Index

Ethical Ai Solutions For Addressing Social Media Influence And Hate Speech

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Author : Chakraborty, Swati
language : en
Publisher: IGI Global
Release Date : 2025-03-07

Ethical Ai Solutions For Addressing Social Media Influence And Hate Speech written by Chakraborty, Swati and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-07 with Social Science categories.

Social media has revolutionized the way people communicate, connect, and consume information. While social media has numerous benefits, there are also concerns about the negative impact it can have on individuals and society, including the spread of misinformation, polarization, and cyberbullying. The use of ethical AI can help create a positive social media impact by addressing these concerns. However, there have also been instances of interreligious conflict and tension, particularly in recent years, fueled by factors such as political polarization, religious fundamentalism, and socio-economic disparities. In this context, interreligious dialogue and AI application can play a crucial role in countering hate speech and promoting dialogue in multicultural society for peaceful co-existence. Ethical AI Solutions for Addressing Social Media Influence and Hate Speech analyzes the application of ethical AI for creating social media impact and countering hate speech. It provides a comprehensive research methodology that encompasses both qualitative and quantitative studies. Covering topics such as social justice, legal frameworks, and transparency challenges, this book is an excellent resource for religious leaders, educators, policymakers, computer scientists, social workers, professionals, researchers, scholars, academicians, and more.

Architecting Ai Solutions On Salesforce

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Author : Lars Malmqvist
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-11-12

Architecting Ai Solutions On Salesforce written by Lars Malmqvist and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-12 with Computers categories.

Use AI solutions in Salesforce to design complete enterprise solutions for sales, service, marketing, and commerce clouds and drive digital innovation in your organization Key Features Learn how to use Salesforce's AI features and capabilities to meet ever-evolving client needs Get expert advice on key architectural decisions and trade-offs when designing AI-driven Salesforce solutions Integrate third-party AI services into applications that modernize your solutions Book Description Written for Salesforce architects who want quickly implementable AI solutions for their business challenges, Architecting AI Solutions on Salesforce is a shortcut to understanding Salesforce Einstein's full capabilities – and using them. To illustrate the full technical benefits of Salesforce's own AI solutions and components, this book will take you through a case study of a fictional company beginning to adopt AI in its Salesforce ecosystem. As you progress, you'll learn how to configure and extend the out-of-the-box features on various Salesforce clouds, their pros, cons, and limitations. You'll also discover how to extend these features using on- and off-platform choices and how to make the best architectural choices when designing custom solutions. Later, you'll advance to integrating third-party AI services such as the Google Translation API, Microsoft Cognitive Services, and Amazon SageMaker on top of your existing solutions. This isn't a beginners' Salesforce book, but a comprehensive overview with practical examples that will also take you through key architectural decisions and trade-offs that may impact the design choices you make. By the end of this book, you'll be able to use Salesforce to design powerful tailor-made solutions for your customers with confidence. What you will learn Explore the Salesforce's AI components and the architectural model for Salesforce Einstein Extend the out-of-the-box features using Einstein Services on major Salesforce clouds Use Einstein declarative features to create your custom solutions with the right approach Design AI solutions on marketing, commerce, and industry clouds Use Salesforce Einstein Platform Services APIs to create custom AI solutions Integrate third-party AI services such as Microsoft Cognitive Services and Amazon SageMaker into Salesforce Who this book is for This book is for technical and functional architects, technical decision-makers working on the Salesforce ecosystem, as well as anyone responsible for designing AI solutions in their Salesforce ecosystem. Lead and senior Salesforce developers who want to start their Salesforce architecture journey will also find this book helpful. Working knowledge of the Salesforce platform is necessary to get the most out of this book.

Data Centric Ai Solutions And Emerging Technologies In The Healthcare Ecosystem

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Author : Alex Khang
language : en
Publisher: CRC Press
Release Date : 2023-10-12

Data Centric Ai Solutions And Emerging Technologies In The Healthcare Ecosystem written by Alex Khang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-12 with Technology & Engineering categories.

The book offers insight into the healthcare system by exploring emerging technologies and AI-based applications and implementation strategies. It includes current developments for future directions as well as covering the concept of the healthcare system along with its ecosystem. Data-Centric AI Solutions and Emerging Technologies in the Healthcare Ecosystem focuses on the mechanisms of proposing and incorporating solutions along with architectural concepts, design principles, smart solutions, decision-making process, and intelligent predictions. It offers state-of-the-art approaches for overall innovations, developments, and implementation of the smart healthcare ecosystem and highlights medical signal and image processing algorithms, healthcare-based computer vision systems, and discusses explainable AI (XAI) techniques for healthcare. This book will be useful to researchers involved in AI, IoT, Data, and emerging technologies in the medical industry. It is also suitable as supporting material for undergraduate and graduate-level courses in related engineering disciplines.

Ai Simplified Harnessing Microsoft Technologies For Cost Effective Artificial Intelligence Solutions

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Author : Keith Baldwin
language : en
Publisher: eBookIt.com
Release Date : 2024-11-18

Ai Simplified Harnessing Microsoft Technologies For Cost Effective Artificial Intelligence Solutions written by Keith Baldwin and has been published by eBookIt.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-18 with Computers categories.

AI Simplified: Harnessing Microsoft Technologies for Cost-Effective Artificial Intelligence Solutions is your practical guide to unlocking the power of AI within your organization without breaking the bank or hiring new specialized teams. Tailored for business leaders, executives, managers, and technical professionals, this book demystifies AI and provides actionable steps to integrate AI solutions effectively using tools and platforms you already know. What You'll Learn: Grasp essential AI concepts and terminologies without getting lost in complex algorithms. Discover how AI can revolutionize your business operations by automating tasks, optimizing decision-making, and enhancing customer interactions. Form an effective AI Innovation Team, leveraging the skills of your existing developers and infrastructure. Explore practical use cases across various industries, from customer service automation to data-driven insights. Develop AI prototypes, then minimally viable products, quickly and iterate efficiently. Navigate and leverage Microsoft's AI ecosystem, including Power Platform, CoPilot, and Azure, while comparing other options like AWS and Google AI. Why This Book Stands Out: Cost-Effective Strategies: Learn how to develop and deploy AI applications without massive expenses or high risk. Step-by-Step Guidance: Follow an iterative approach to AI development, reducing costs and minimizing the risk of failure. Actionable Resources: Gain access to working AI prototype code, practical examples, and a roadmap that keeps your team aligned and moving forward. Whether you're just beginning your AI journey or looking to expand your knowledge, AI Simplified provides the foundation you need to start transforming your business into an AI-driven enterprise efficiently and affordably. Join us on this journey to smarter, more efficient business operations! For more resources and to connect with the author, visit AInDotNet.com.

Artificial Intelligence And Insurance Solutions For The Modern Property Landscape

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Author : LAHARI PANDIRI
language : en
Publisher: GLOBAL PEN PRESS UK PUBLICATION
Release Date :

Artificial Intelligence And Insurance Solutions For The Modern Property Landscape written by LAHARI PANDIRI and has been published by GLOBAL PEN PRESS UK PUBLICATION this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Artificial Intelligence Based Solutions For Industrial Applications

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Author : Pooja Jha
language : en
Publisher: CRC Press
Release Date : 2024-11-20

Artificial Intelligence Based Solutions For Industrial Applications written by Pooja Jha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-20 with Computers categories.

Artificial Intelligence based Solutions for Industrial Applications aims to examine the utilization of artificial intelligence (AI) technologies to tackle difficult industrial issues and offers readers a thorough understanding of how these technologies are being employed to address intricate industrial challenges and to stimulate innovation. This book explores the fundamental principles of artificial intelligence (AI) and its practical use in industrial environments. This book improves understanding of core concepts, the present state of the art and real-time implementation of AI in many industrial applications. This book describes the detailed implementation of AI in the industrial sector as well as related case studies for in-depth understanding. Basic concepts, related work reviews, illustrations, empirical results, and tables are integrated within each chapter to give the readers the opportunity to gain maximum knowledge and to easily understand the methodology and results presented. This book introduces a variety of smart algorithms to help in filtering important information and to solve problems in the application domains. Application of machine learning and deep learning in the industry demonstrates the capabilities by which it may be used to solve practical problems in the 'Fourth Industrial Revolution', and it equips readers with the necessary knowledge and tools to design solutions by themselves with the help of theory and practical examples dealt with. The fourth industrial revolution and its consequences on society and organizations are discussed in this book. Features: Detailed understanding of the industrial application of AI. Discussion of core concepts of different machine learning and deep learning techniques such as artificial neural networks, support vector machines, K –nearest neighbour, decision tree, logistic regression, and many more. Detailed study on various industrial applications of machine learning and deep learning in healthcare, education, entertainment, share market, manufacturing, and many more. Case studies on industrial application of AI Summataion of the fourth industrial revolution and its consquences on society and organizations. This book is primarily written for graduate students, engineers, and academic researchers, industrial practitioners, and anyone who wants to optimize production processes, explore AI technology, or stay ahead in the industrial field. It covers the complexities of AI in industrial contexts from core basic understanding to complex implementation.

Artificial Intelligence A Guide For Everyone

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Author : Arshad Khan
language : en
Publisher: Springer Nature
Release Date : 2024-07-29

Artificial Intelligence A Guide For Everyone written by Arshad Khan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-29 with Computers categories.

Enterprises, as well as individuals, are racing to reap the benefits of AI. However, in most cases, they are doing so without understanding the technology or its implications and risks, which can be significant. Artificial Intelligence: A Guide for Everyone is a step in addressing that gap by providing information that readers can easily understand at every level. This book aims to provide useful information to those planning, developing, or using AI, which has the potential to transform industries and shape the future. Whether you are stepping into the world of AI for the first time or are a seasoned professional seeking deeper insights, this comprehensive guide ensures that both beginners and experienced individuals find value within its pages. Artificial Intelligence: A Guide for Everyone encompasses theoretical as well as practical aspects of AI across various industries and applications. It demystifies AI by explaining, in a language that non-techies can follow, its history, different types, differentiating technologies, and various aspects of implementation. It explains the connection between AI theory and real-world application across diverse industries and how it fuels innovation. Whether you are an executive, student, professional, seasoned businessperson, or simply curious about the future of technology, Artificial Intelligence: A Guide for Everyone equips you with the knowledge to navigate this transformative field with confidence.