Understanding Generative Ai Business Applications

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Generative AI Business Applications

David E. Sweenor,Yves Mulkers

Author : David E. Sweenor,Yves Mulkers
Publisher : TinyTechMedia LLC
Page : 60 pages
File Size : 42,8 Mb
Release : 2024-01-31
Category : Computers
ISBN : 9798989337866

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Generative AI Business Applications by David E. Sweenor,Yves Mulkers Pdf

Within the past year, generative AI has broken barriers and transformed how we think about what computers are truly capable of. But, with the marketing hype and generative AI washing of content, it’s increasingly difficult for business leaders and practitioners to go beyond the art of the possible and answer that critical question–how is generative AI actually being used in organizations? With over 70 real-world case studies and applications across 12 different industries and 11 departments, Generative AI Business Applications: An Executive Guide with Real-Life Examples and Case Studies fills a critical knowledge gap for business leaders and practitioners by providing examples of generative AI in action. Diving into the case studies, this TinyTechGuide discusses AI risks, implementation considerations, generative AI operations, AI ethics, and trustworthy AI. The world is transforming before our very eyes. Don’t get left behind—while understanding the powers and perils of generative AI. Full of use cases and real-world applications, this book is designed for business leaders, tech professionals, and IT teams. We provide practical, jargon-free explanations of generative AI's transformative power. Gain a competitive edge in today's marketplace with Generative AI Business Applications: An Executive Guide with Real-Life Examples and Case Studies. Remember, it's not the tech that's tiny, just the book!™

Understanding Generative AI Business Applications

Irena Cronin

Author : Irena Cronin
Publisher : Apress
Page : 0 pages
File Size : 44,8 Mb
Release : 2024-07-18
Category : Computers
ISBN : 9798868802812

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Understanding Generative AI Business Applications by Irena Cronin Pdf

This guide covers the fundamental technical principles and various business applications of Generative AI for planning, developing, and evaluating AI-driven products. It equips you with the knowledge you need to harness the potential of Generative AI for enhancing business creativity and productivity. The book is organized into three sections: text-based, senses-based, and rationale-based. Each section provides an in-depth exploration of the specific methods and applications of Generative AI. In the text-based section, you will find detailed discussions on designing algorithms to automate and enhance written communication, including insights into the technical aspects of transformer-based Natural Language Processing (NLP) and chatbot architecture, such as GPT-4, Claude 2, Google Bard, and others. The senses-based section offers a glimpse into the algorithms and data structures that underpin visual, auditory, and multisensory experiences, including NeRF, 3D Gaussian Splatting, Stable Diffusion, AR and VR technologies, and more. The rationale-based section illuminates the decision-making capabilities of AI, with a focus on machine learning and data analytics techniques that empower applications such as simulation models, agents, and autonomous systems. In summary, this book serves as a guide for those seeking to navigate the dynamic landscape of Generative AI. Whether you’re a seasoned AI professional or a business leader looking to harness the power of creative automation, these pages offer a roadmap to leverage Generative AI for your organization’s success. What You Will Learn What are the technical elements that constitute the makeup of Generative AI products? What are the practical applications of Generative AI? How can algorithms be designed to automate and improve written communication? What are the latest Generative AI architectures and algorithms? Who This Book Is For Data scientists, data analysts, decision makers, and business executives interested in gaining an understanding of Generative AI products

Introducing MLOps

Mark Treveil,Nicolas Omont,Clément Stenac,Kenji Lefevre,Du Phan,Joachim Zentici,Adrien Lavoillotte,Makoto Miyazaki,Lynn Heidmann

Author : Mark Treveil,Nicolas Omont,Clément Stenac,Kenji Lefevre,Du Phan,Joachim Zentici,Adrien Lavoillotte,Makoto Miyazaki,Lynn Heidmann
Publisher : "O'Reilly Media, Inc."
Page : 171 pages
File Size : 47,6 Mb
Release : 2020-11-30
Category : Computers
ISBN : 9781098116422

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Introducing MLOps by Mark Treveil,Nicolas Omont,Clément Stenac,Kenji Lefevre,Du Phan,Joachim Zentici,Adrien Lavoillotte,Makoto Miyazaki,Lynn Heidmann Pdf

More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact. This book introduces the key concepts of MLOps to help data scientists and application engineers not only operationalize ML models to drive real business change but also maintain and improve those models over time. Through lessons based on numerous MLOps applications around the world, nine experts in machine learning provide insights into the five steps of the model life cycle--Build, Preproduction, Deployment, Monitoring, and Governance--uncovering how robust MLOps processes can be infused throughout. This book helps you: Fulfill data science value by reducing friction throughout ML pipelines and workflows Refine ML models through retraining, periodic tuning, and complete remodeling to ensure long-term accuracy Design the MLOps life cycle to minimize organizational risks with models that are unbiased, fair, and explainable Operationalize ML models for pipeline deployment and for external business systems that are more complex and less standardized

The CIO’s Guide to Adopting Generative AI: Five Keys to Success

David Sweenor,Kalyan Ramanathan

Author : David Sweenor,Kalyan Ramanathan
Publisher : TinyTechMedia LLC
Page : 36 pages
File Size : 41,5 Mb
Release : 2023-10-24
Category : Computers
ISBN : 9798989337835

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The CIO’s Guide to Adopting Generative AI: Five Keys to Success by David Sweenor,Kalyan Ramanathan Pdf

In a world full of generative AI hoopla, it's easy to get lost in the maze of options and marketing hype. Don't get distracted by the vendor hype; instead, focus on building resilient, high-value platforms that will set you apart from the competition. The CIO’s Guide to Adopting Generative AI: Five Keys to Success fills a critical knowledge gap for CIOs and business leaders by succinctly offering five success factors that need to be met before an organization can successfully incorporate generative AI. To unlock the transformative business value of generative AI, business leaders must: 1) identify enterprise use cases, 2) apply context to large language models (LLMs) using their organization's data, 3) take special precautions to ensure data security and privacy, 4) implement an artificial intelligence (AI) governance framework, and 5) build manageable AI applications for business users. This report provides the keys to unlocking the true potential of generative AI. Full of use cases and real-world applications, this report is designed for business leaders, tech professionals, and IT teams. We provide practical, jargon-free explanations of generative AI's transformative power. Gain a competitive edge in today's marketplace with The CIO’s Guide to Adopting Generative AI: Five Keys to Success. Remember, it's not the tech that's tiny, it's the book!™

Generative AI

Anand Vemula

Author : Anand Vemula
Publisher : Independently Published
Page : 0 pages
File Size : 53,7 Mb
Release : 2024-05-14
Category : Computers
ISBN : 9798325636431

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Generative AI by Anand Vemula Pdf

Unveiling the Power of Generative AI: A Guide to Unleashing Creativity and Driving Business Transformation (approx. 350 words) Are you curious about the potential of generative AI to revolutionize the world around you? This book offers a comprehensive exploration of this transformative technology, guiding you through its inner workings, exploring its diverse applications, and examining its potential impact on businesses and society. Part 1: Unveiling the Generative AI Landscape provides a foundational understanding. You'll delve into different generative model architectures, like GANs and VAEs, and discover how they're trained to create never-before-seen data. The chapter on evaluation metrics equips you to assess the quality and performance of generated content. Part 2: Generative AI in Action dives into the exciting world of creative applications. Explore how generative AI is used to produce human-quality text, from crafting engaging marketing copy to composing poems or even code. We'll journey into the visual realm, where AI is creating photorealistic images, applying artistic styles, and even generating realistic videos. You'll also discover how generative AI is pushing boundaries in music composition, scientific research, and even product design. Part 3: Business Value of Generative AI explores how this technology is transforming businesses. We'll identify high-value use cases across various industries, from streamlining content creation and product development to personalizing customer experiences. Discover how generative models can optimize business processes, automate repetitive tasks, and generate valuable data insights. The book emphasizes the importance of a human-centered approach, ensuring that AI complements and amplifies human creativity and decision-making. The final chapter explores the ethical considerations surrounding generative AI, including potential biases and the responsible development of this powerful technology. This book is your key to understanding generative AI - its potential to empower creativity, revolutionize industries, and shape the future. Whether you're a business leader, an artist, or simply curious about the future of technology, this book provides the knowledge and insights you need to navigate the exciting world of generative AI.

Artificial Intelligence Fundamentals for Business Leaders

I. Almeida

Author : I. Almeida
Publisher : Now Next Later AI
Page : 267 pages
File Size : 43,7 Mb
Release : 2023-06
Category : Business & Economics
ISBN : 9780645510560

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Artificial Intelligence Fundamentals for Business Leaders by I. Almeida Pdf

2024 Edition. Free access to the AI Academy! The perfect guide to help non-technical business leaders understand the power of AI. Completely up to date with the latest advancements in generative AI. Part of the Byte-sized Learning AI series by Now Next Later AI, these books break down complex concepts into easily digestible pieces, providing you with a solid foundation in the fundamentals of AI. More Than a Book By purchasing this book, you will also be granted free access to the AI Academy platform. There you can view free course modules, test your knowledge through quizzes, attend webinars, and engage in discussion with other readers. You will also receive free modules and 50% discount toward the enrollment in the self-paced course of the same name and enjoy video summary lessons, instructor-graded assignments, and live sessions. A course certificate will be awarded upon successful completion. AI Academy by Now Next Later AI We are the most trusted and effective learning platform dedicated to empowering leaders with the knowledge and skills needed to harness the power of AI safely and ethically. Book and Course Learning Rubric - Chapters 1-7: Understanding of AI [11%] —Demonstrated comprehension of AI's evolution, definition, applications, and comparison with human intelligence. - Chapters 8-13: Understanding of Data and Data Management [11%] — Clear understanding of the significance of big data, and strategies for data management. - Chapters 14-29: Understanding of Machine Learning [30%] — Familiarity with machine learning algorithms, different learning types, and the key steps involved in a machine learning project. - Chapters 30-35: Understanding of Deep Learning [9%] — Understanding of deep learning, its basics, and the structure and types of neural networks. - Chapters 36-40: Understanding of Model Selection and Evaluation [9%] — Ability to select and evaluate machine learning models and utilize them for decision-making. - Chapters 41-50: Understanding of Generative AI [15%] — Detailed understanding of generative AI, its value chain, models, prompt strategies, applications, opportunities, and governance challenges. Assignment: Practical Application [15%] — Ability to apply generative AI understanding to real-world business challenges, demonstrating critical thinking and strategic planning skills.

Mastering Generative AI for Business

Isaac Powell

Author : Isaac Powell
Publisher : Independently Published
Page : 0 pages
File Size : 50,7 Mb
Release : 2024-03-02
Category : Business & Economics
ISBN : 9798883526335

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Mastering Generative AI for Business by Isaac Powell Pdf

Unlock the potential of generative AI for your business with our comprehensive guidebook tailored for individuals of all expertise levels - from novices to seasoned experts. Whether you're new to AI or seeking advanced strategies for business innovation, this book provides invaluable insights and practical techniques to leverage generative AI effectively. Discover how generative AI technologies, such as deep learning and neural networks, can revolutionize various aspects of business, including content generation, product design, marketing, and more. With clear explanations, real-world examples, and hands-on exercises, you'll learn how to harness the power of generative AI to drive growth, innovation, and competitive advantage. Explore key features including: UNDERSTAND the fundamentals of generative AI and its applications in business. LEARN how to implement generative AI models for content creation and customization. DISCOVER innovative use cases of generative AI in product design and development. EXPLORE strategies for leveraging generative AI in marketing and customer engagement. IMPLEMENT best practices for integrating generative AI into your business processes. UNLEASH creativity and innovation with generative AI-powered solutions. EMPOWER your team to capitalize on the transformative potential of generative AI. Whether you're a novice exploring the possibilities of AI or an expert looking to stay ahead in the rapidly evolving landscape of technology, this book equips you with the knowledge and tools needed to succeed. Transform your business with generative AI and unlock new opportunities for growth and innovation. Bullet Points: UNDERSTAND the fundamentals of generative AI for business applications. LEARN practical techniques for implementing generative AI models. DISCOVER innovative use cases in content generation and customization. EXPLORE strategies for leveraging generative AI in product design and marketing. IMPLEMENT best practices for integrating generative AI into business processes. UNLEASH creativity and innovation with AI-powered solutions. EMPOWER your team to drive growth and competitive advantage with generative AI.

Generative AI

Wael Badawy

Author : Wael Badawy
Publisher : Wael Badawy
Page : 0 pages
File Size : 43,5 Mb
Release : 2023-06
Category : Electronic
ISBN : 1989040535

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Generative AI by Wael Badawy Pdf

This Book is designed to provide a comprehensive understanding of generative AI and its implications for businesses. Students will explore the dynamics and impact of generative AI on the economy, society, and work. Throughout the course, they will delve into the anatomy of generative AI models, learn about the basic business models of generative AI applications, and examine the major industries undergoing rapid changes due to generative AI. Additionally, the Book will cover topics related to AI ethics, including ethical and regulatory risks, and institutional approaches to overcome these challenges. Students will also learn how companies and individuals can effectively prepare for the integration of generative AI in the economy.

Generative AI for Business

Matt White

Author : Matt White
Publisher : Wiley
Page : 0 pages
File Size : 46,5 Mb
Release : 2023-09-26
Category : Business & Economics
ISBN : 139419711X

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Generative AI for Business by Matt White Pdf

Generative AI: The New Era of Artificial Intelligence – A Practical Guide for Business Leaders is a book on how business and industry leaders can understand generative artificial intelligence, the opportunities, the risks and how to best leverage generative AI to enhance their products, services, operations and business strategy. Generative AI has far-reaching impacts and is more than just a novelty or space for startups, it can be a very powerful tool to enable enterprises, industries, creators and any business or organization to enhance and streamline their processes, increase productivity, create novel products and ultimately increase their bottom line. This book will cover applications and methods, industries and opportunities, strategy and planning, design and development, and deployment and operations all in a way to be applicable to a wide array of industries and organizational sizes.

Generative AI: The Insights You Need from Harvard Business Review

Harvard Business Review,Ethan Mollick,David De Cremer,Tsedal Neeley,Prabhakant Sinha

Author : Harvard Business Review,Ethan Mollick,David De Cremer,Tsedal Neeley,Prabhakant Sinha
Publisher : Harvard Business Press
Page : 90 pages
File Size : 47,8 Mb
Release : 2024-01-30
Category : Computers
ISBN : 9781647826406

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Generative AI: The Insights You Need from Harvard Business Review by Harvard Business Review,Ethan Mollick,David De Cremer,Tsedal Neeley,Prabhakant Sinha Pdf

The future of AI is here. The world is transfixed by the marvel (and possible menace) of ChatGPT and other generative AI tools. It's clear Gen AI will transform the business landscape, but when and how much remain to be seen. Meanwhile, your smartest competitors are already navigating the risks and reaping the rewards of these new technologies. They're experimenting with new business models around generating text, images, and code at astonishing speed. They're automating customer interactions in ways never before possible. And they're augmenting human creativity in order to innovate faster. How can you take advantage of generative AI and avoid having your business disrupted? Generative AI: The Insights You Need from Harvard Business Review will help you understand the potential of these new technologies, pick the right Gen AI projects, and reinvent your business for the new age of AI. Business is changing. Will you adapt or be left behind? Get up to speed and deepen your understanding of the topics that are shaping your company's future with the Insights You Need from Harvard Business Review series. Featuring HBR's smartest thinking on fast-moving issues—blockchain, cybersecurity, AI, and more—each book provides the foundational introduction and practical case studies your organization needs to compete today and collects the best research, interviews, and analysis to get it ready for tomorrow. You can't afford to ignore how these issues will transform the landscape of business and society. The Insights You Need series will help you grasp these critical ideas—and prepare you and your company for the future.

Artificial Intelligence

John Adamssen

Author : John Adamssen
Publisher : Efalon Acies
Page : 128 pages
File Size : 55,9 Mb
Release : 2020-08-03
Category : Computers
ISBN : 9788835873136

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Artificial Intelligence by John Adamssen Pdf

Can machines write books? Can artificial intelligence be used for business? Will touch screens be around, or will they be replaced by voice recognition? What are deepfakes? How do self-driving cars work, and are they going to be a reality soon? These questions all come to light in this brief but informational book about artificial intelligence. Society is changing quickly because of automated systems in place that either benefit or undermine people’s living style, jobs, and brains. Today, we explore what that future may hold. We will also look into options for civiliains in today’s modern world to adapt more quickly. Don’t underestimate the rise of artificial intelligence. Understand the future. Begin reading or listening now!

Leveraging Generative AI for Enterprise Architecture

Anand Vemula

Author : Anand Vemula
Publisher : Anand Vemula
Page : 52 pages
File Size : 48,7 Mb
Release : 2023-08-03
Category : Computers
ISBN : 8210379456XXX

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Leveraging Generative AI for Enterprise Architecture by Anand Vemula Pdf

When it comes to understanding the potential of generative AI in the field of enterprise architecture, the possibilities are truly limitless. In this subchapter, we will explore how this technology can be leveraged to transform the way organizations approach their architectural design and decision-making processes. Generative AI, a subset of artificial intelligence, has the capability to generate novel ideas, designs, and solutions based on a given set of parameters and objectives. This can revolutionize the way organizations approach enterprise architecture, as it offers the ability to automate and optimize various aspects of the architectural process. In this subchapter, we will delve into the key concepts and principles of generative AI and its relevance to enterprise architecture. We will explore how this technology can be utilized to streamline the design and decision-making process, reduce time and resources, and ultimately enhance the overall effectiveness of an organization's architectural endeavors. Furthermore, we will discuss the various applications and use cases of generative AI in enterprise architecture. From creating intelligent blueprints to generating optimized architectural designs, this technology can assist architects and organizations in making informed decisions and developing innovative solutions. To fully grasp the potential of generative AI in enterprise architecture, it is crucial to understand the challenges and considerations associated with its implementation. We will address the potential limitations and risks of relying solely on generative AI, while also highlighting the importance of human expertise and collaboration in conjunction with this technology. Lastly, in this subchapter, we will provide practical guidance on how organizations can begin incorporating generative AI into their architectural processes. We will outline the steps and best practices required to successfully implement generative AI solutions, while also emphasizing the need for continuous learning and adaptation.

Generative AI

Tom Taulli

Author : Tom Taulli
Publisher : Unknown
Page : 0 pages
File Size : 40,9 Mb
Release : 2023
Category : Electronic
ISBN : 1484293681

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Generative AI by Tom Taulli Pdf

This book will show how generative technology works and the drivers. It will also look at the applications - showing what various startups and large companies are doing in the space. There will also be a look at the challenges and risk factors. During the past decade, companies have spent billions on AI. But the focus has been on applying the technology to predictions - which is known as analytical AI. It can mean that you receive TikTok videos that you cannot resist. Or analytical AI can fend against spam or fraud or forecast when a package will be delivered. While such things are beneficial, there is much more to AI. The next megatrend will be leveraging the technology to be creative. For example, you could take a book and an AI model will turn it into a movie - at very little cost. This is all part of generative AI. It's still in the nascent stages but it is progressing quickly. Generative AI can already create engaging blog posts, social media messages, beautiful artwork and compelling videos. The potential for this technology is enormous. It will be useful for many categories like sales, marketing, legal, product design, code generation, and even pharmaceutical creation. What You Will Learn The importance of understanding generative AI The fundamentals of the technology, like the foundation and diffusion models How generative AI apps work How generative AI will impact various categories like the law, marketing/sales, gaming, product development, and code generation. The risks, downsides and challenges. Who This Book is For Professionals that do not have a technical background. Rather, the audience will be mostly those in Corporate America (such as managers) as well as people in tech startups, who will need an understanding of generative AI to evaluate the solutions.

Artificial Intelligence

Harvard Business Review

Author : Harvard Business Review
Publisher : HBR Insights
Page : 160 pages
File Size : 54,8 Mb
Release : 2019
Category : Business & Economics
ISBN : 1633697894

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Artificial Intelligence by Harvard Business Review Pdf

Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.

The Potential of Generative AI

Divit Gupta,Anushree Srivastava

Author : Divit Gupta,Anushree Srivastava
Publisher : BPB Publications
Page : 418 pages
File Size : 50,8 Mb
Release : 2024-01-06
Category : Computers
ISBN : 9789355516725

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The Potential of Generative AI by Divit Gupta,Anushree Srivastava Pdf

Unveiling the power and potential of Generative AI for a limitless future KEY FEATURES ● Holistic and accessible journey into Generative AI. ● Indispensable guide for unleashing Generative AI potential. ● Transforming technology, business, art, and innovation, covering technological advancements and business optimization. DESCRIPTION The Potential of Generative AI invites you for a captivating journey into the revolutionary technology, where machines become co-creators and the line between imagination and reality blurs. You will learn how AI helps doctors, engineers, and scientists solve real-world problems. Next, you will explore use cases where ChatGPT can boost productivity and enhance creativity. The book explores the journey from the origins of this revolutionary technology to its cutting-edge applications. Discover how generative models like GANs and VAEs work, and familiarize yourself with the impact they are making in fields like healthcare, finance, and art. Through real-world case studies and engaging examples, you will witness AI generating life-saving drugs, composing music, and even designing innovative products. This book explores the cutting-edge capabilities and potential of generative AI in the tech landscape. It will help you discover how generative AI can unlock new opportunities and enhance business operations. WHAT YOU WILL LEARN ● Learn about the different types of generative models, how they work, and their impact across various industries including healthcare, finance, and entertainment. ● Explore the creative potential of generative AI in art, music, and design. ● Develop Generative Adversarial Networks (GANs), with a focus on their architecture, training process, and real-world applications. ● Build and deploy generative models, ensuring readers to leverage this powerful technology. ● Perfect the art of generating text, images, music, and even code with AI, utilize your creative potential. WHO THIS BOOK IS FOR This book is for artists, programmers, musicians, designers, writers, researchers, entrepreneurs, scientists, Machine Learning practitioners and dreamers of all sorts. Generative AI awaits and is ready to transform your craft and empower your vision. TABLE OF CONTENTS 1. Introduction to Generative AI 2. Generative AI in Industries 3. Fundamentals of Generative Models 4. Applications Across Industries 5. Creative Expression with Generative AI 6. Generative AI in Business and Innovation 7. Deep Dive into GANs 8. Building and Deploying Generative Models

Understanding Generative Ai Business Applications

Generative AI Business Applications by David E. Sweenor,Yves Mulkers Pdf

Understanding Generative AI Business Applications by Irena Cronin Pdf

Introducing MLOps by Mark Treveil,Nicolas Omont,Clément Stenac,Kenji Lefevre,Du Phan,Joachim Zentici,Adrien Lavoillotte,Makoto Miyazaki,Lynn Heidmann Pdf

The CIO’s Guide to Adopting Generative AI: Five Keys to Success by David Sweenor,Kalyan Ramanathan Pdf

Generative AI by Anand Vemula Pdf

Artificial Intelligence Fundamentals for Business Leaders by I. Almeida Pdf

Mastering Generative AI for Business by Isaac Powell Pdf

Generative AI by Wael Badawy Pdf

Generative AI for Business by Matt White Pdf

Generative AI: The Insights You Need from Harvard Business Review by Harvard Business Review,Ethan Mollick,David De Cremer,Tsedal Neeley,Prabhakant Sinha Pdf

Artificial Intelligence by John Adamssen Pdf

Leveraging Generative AI for Enterprise Architecture by Anand Vemula Pdf

Generative AI by Tom Taulli Pdf

Artificial Intelligence by Harvard Business Review Pdf

The Potential of Generative AI by Divit Gupta,Anushree Srivastava Pdf

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