The Art Of Ai Product Development
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The Art Of Ai Product Development
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Author : Janna Lipenkova
language : en
Publisher: Simon and Schuster
Release Date : 2025-06-24
The Art Of Ai Product Development written by Janna Lipenkova and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-24 with Computers categories.
A hands-on guide for delivering value with AI-driven products! Learn how AI can improve content creation, accelerate data analysis, and upgrade process automation. The Art of AI Product Development offers a clear, practical approach to creating products that use AI. It provides real-world guidance on defining your AI strategy, developing useful AI features, and supporting user trust and adoption. Rather than chasing trends, the book focuses on core principles and long-term thinking—foundations that remain relevant as the field evolves. Inside The Art of AI Product Development, you will learn vital skills for the effective use of AI, including: • Identifying market and business opportunities for AI • Gaining an in-depth understanding of modern AI approaches, incl. predictive AI, LLMs, Retrieval-Augmented Generation, and agent systems • Assembling AI solutions that work, without the hype • Efficiently communicating with data scientists and ML engineers • Designing user-friendly AI interfaces that emphasize trust and transparency • Implementing safe, ethical AI with proper governance processes The Art of AI Product Development is written for product managers, tech executives, UX designers, and anyone responsible for the success of an AI-driven product. It introduces a broad spectrum of AI opportunities and case studies from different domains such as marketing, supply chain, and logistics. You’ll carefully progress from initial design conversations, through to efficient and secure development, and on to deployment and day-to-day management of AI-driven applications. About the technology Integrating AI into your software and processes can create real value for your business and its customers—if you do it right. When you’re on the hook for delivering AI-enabled products, you’ll need to spot high-impact opportunities, work effectively with engineers, design user-centric features, avoid common project failures, and manage real-world launches. This book shows you how. About the book The Art of AI Product Development gives you a clear framework, practical tools, and real-world examples to build confidence and succeed with new AI projects—even if you’re tackling AI for the first time. You’ll love the practical use cases and end-to-end scenarios from domains such as marketing, supply chain management, and sustainability. What's inside • Ideate, shape, and prioritize AI opportunities • Develop AI systems with techniques such as prompt engineering, RAG, and predictive AI • Communicate with different AI stakeholders and promote AI adoption About the reader Written for software product managers, business-oriented engineers, UX designers, startup founders, and anyone responsible for developing, designing, or marketing AI products. No experience with AI required. About the author Dr. Janna Lipenkova is the founder of an AI and analytics business where she has successfully managed AI projects for world-class companies like BMW, Lufthansa, and Volkswagen. Table of Contents Part 1 1 Creating value with AI-driven products 2 Discovering and prioritizing AI opportunities 3 Mapping the AI solution space Part 2 4 Predictive AI 5 Exploring and evaluating language models 6 Prompt engineering 7 Search and retrieval-augmented generation 8 Fine-tuning language models 9 Automating workflows with agentic AI Part 3 10 AI user experience: Designing for uncertainty 11 AI governance 12 Working with your stakeholders Appendix A AI development toolbox
Ai Product Management Scaling Impact On Bigtech 2025
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Author : Author:1- Divij Pasrija, Author:1- Prof (Dr) Sandeep Kumar
language : en
Publisher: RAVEENA PRAKASHAN OPC PVT LTD
Release Date :
Ai Product Management Scaling Impact On Bigtech 2025 written by Author:1- Divij Pasrija, Author:1- Prof (Dr) Sandeep Kumar and has been published by RAVEENA PRAKASHAN OPC PVT LTD this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
PREFACE Artificial Intelligence (AI) has rapidly become one of the most transformative forces across industries, offering unprecedented opportunities to innovate, automate, and create more personalized experiences. The integration of AI into product management processes has emerged as a critical capability for tech companies striving to maintain competitive advantage and deliver impactful solutions at scale. “AI Product Management: Scaling Impact in Big Tech” is designed to bridge the knowledge gap between the complex world of AI and the strategic, executional demands of product management within large tech organizations. As AI continues to reshape how products are developed, launched, and scaled, it presents both exciting opportunities and considerable challenges. For product managers, the integration of AI into their product strategy demands a unique understanding of machine learning, data infrastructure, and AI-driven decision-making processes. This book offers readers a comprehensive guide to navigate the complexities of AI product development, focusing on the challenges that come with building, scaling, and managing AI products in the fast-paced world of Big Tech. We will delve into the intersection of AI technology and product management, exploring key concepts, strategies, and tools essential for successfully managing AI-driven products. Whether you are an aspiring product manager, a seasoned professional looking to enhance your AI knowledge, or a leader in an organization with a growing AI portfolio, this book aims to equip you with the practical insights and frameworks necessary to scale AI products effectively. Drawing on real-world examples, industry case studies, and expert insights, “AI Product Management: Scaling Impact in Big Tech” will help you understand the full product lifecycle in AI, from ideation and development to deployment and iteration. In addition, it emphasizes the importance of collaboration across cross-functional teams, the role of ethical considerations, and the ability to align AI innovation with overarching business goals. This book is a resource for those who wish to master the art and science of AI product management. By the end of this journey, readers will be well-prepared to navigate the challenges and seize the opportunities that come with managing impactful AI products at scale, driving innovation, and creating tangible value for organizations and society alike. Author
Ai For Marketing And Product Innovation
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Author : A. K. Pradeep
language : en
Publisher: John Wiley & Sons
Release Date : 2018-11-26
Ai For Marketing And Product Innovation written by A. K. Pradeep 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 2018-11-26 with Business & Economics categories.
Get on board the next massive marketing revolution AI for Marketing and Product Innovation offers creatives and marketing professionals a non-tech guide to artificial intelligence (AI) and machine learning (ML)—twin technologies that stand poised to revolutionize the way we sell. The future is here, and we are in the thick of it; AI and ML are already in our lives every day, whether we know it or not. The technology continues to evolve and grow, but the capabilities that make these tools world-changing for marketers are already here—whether we use them or not. This book helps you lean into the curve and take advantage of AI’s unparalleled and rapidly expanding power. More than a simple primer on the technology, this book goes beyond the “what” to show you the “how”: How do we use AI and ML in ways that speak to the human spirit? How to we translate cold technological innovation into creative tools that forge deep human connections? Written by a team of experts at the intersection of neuroscience, technology, and marketing, this book shows you the ins and outs of these groundbreaking technological tools. Understand AI and ML technology in layman’s terms Harness the twin technologies unparalleled power to transform marketing Learn which skills and resources you need to use AI and ML effectively Employ AI and ML in ways that resonate meaningfully with customers Learn practical examples of how to reinvest product innovation, brand building, targeted marketing and media measurement to connect with people and enhance ROI Discover the true impact of AI and ML from real-world examples, and learn the thinking, best practices, and metrics you need to capture this lightning and take the next massive leap in the evolution of customer connection. AI for Marketing and Product Innovation shows you everything you need to know to get on board.
Data Science On Aws
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Author : Chris Fregly
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2021-04-07
Data Science On Aws written by Chris Fregly 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 2021-04-07 with Computers categories.
With this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level up your skills. This guide shows you how to build and run pipelines in the cloud, then integrate the results into applications in minutes instead of days. Throughout the book, authors Chris Fregly and Antje Barth demonstrate how to reduce cost and improve performance. Apply the Amazon AI and ML stack to real-world use cases for natural language processing, computer vision, fraud detection, conversational devices, and more Use automated machine learning to implement a specific subset of use cases with SageMaker Autopilot Dive deep into the complete model development lifecycle for a BERT-based NLP use case including data ingestion, analysis, model training, and deployment Tie everything together into a repeatable machine learning operations pipeline Explore real-time ML, anomaly detection, and streaming analytics on data streams with Amazon Kinesis and Managed Streaming for Apache Kafka Learn security best practices for data science projects and workflows including identity and access management, authentication, authorization, and more
The Pdma Handbook Of Innovation And New Product Development
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Author : Ludwig Bstieler
language : en
Publisher: John Wiley & Sons
Release Date : 2023-04-18
The Pdma Handbook Of Innovation And New Product Development written by Ludwig Bstieler 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 2023-04-18 with Technology & Engineering categories.
THE PDMA HANDBOOK OF INNOVATION AND NEW PRODUCT DEVELOPMENT State-of-the-art overview of all aspects of new product development from start to finish The Product Development and Management Association (PDMA) Handbook of Innovation and New Product Development provides an exceptional review of cutting-edge topics for both new and experienced product development leaders, and academics interested in emerging research, offering a comprehensive and updated guide to the practices, processes, and tools critical to achieving and sustaining new product/service development success in today’s world and delivering valuable information on the fundamentals as well as emerging practices. This edition is completely revised to include 32 new and refreshed chapters on topics including: Creating Successful Innovation, Sustainable New Product Development (NPD), Digital Transformation of NPD, the Changing Role of Design Thinking, Market Forecasting, and much more. In The Product Development and Management Association (PDMA) Handbook of Innovation and New Product Development, readers can expect to find specific information on: What separates the winners from the losers when it comes to new products, plus what drives new product success from a holistic standpoint Effective front end innovation practices, portfolio management for product innovation, and identifying significant new business opportunities Obtaining customer needs for product development, harnessing user research for product innovation, and making market analytics work for you Design thinking, artificial intelligence and new product development The 4th edition of The Product Development and Management Association (PDMA) Handbook of Innovation and New Product Development is an essential reference for anyone with responsibility for product development activities, from novices looking for fundamentals to experts seeking insights on emerging concepts and is relevant for all functions and all industries. The Product Development and Management Association (PDMA) is a global community connecting thousands of members whose skills, expertise and experience power the most recognized and respected innovative companies in the world. PDMA’s unique triad of members include product development and management practitioners, academics, and service providers in a variety of industries and knowledge areas, including new product process, strategy innovation, market research, tools and metrics, organizational issues and portfolio management.
Proceedings Of The 17th International Conference On Industrial Engineering And Industrial Management Icieim Xxvii Congreso De Ingenier A De Organizaci N Cio2023
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Author : Joaquín Bautista-Valhondo
language : en
Publisher: Springer Nature
Release Date : 2024-04-25
Proceedings Of The 17th International Conference On Industrial Engineering And Industrial Management Icieim Xxvii Congreso De Ingenier A De Organizaci N Cio2023 written by Joaquín Bautista-Valhondo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-25 with Technology & Engineering categories.
This book presents selected papers from the 17th International Conference on Industrial Engineering and Industrial Management in 2023. The Conference was promoted by ADINGOR (Asociación para el Desarrollo de la Ingeniería de Organización) and organized by the Universitat Politècnica de Catalunya, Spain, on July 6th and 7th, 2023. The book provides a comprehensive overview of contemporary research and practical applications in various domains of industry and academia. Spanning a wide array of topics, readers will delve into studies on prosocial choice replication, project risk prioritization through Monte Carlo simulation, linear representation of greenhouse gas emissions, barriers to total productive maintenance implementation, and critical examinations of emerging technologies like ChatGPT and blockchain in educational and industrial contexts. Additionally, case studies explore themes such as influencer impact on student purchasing behavior, lean manufacturing, additive manufacturing parameter definition, and the application of Benford's Law in network science. The book also delves into sustainability concerns, including last-mile delivery solutions, carbon footprint reduction in public transport, and integration of operations strategies into circular supply chains. From advanced optimization models to the role of artificial intelligence in machinery design and workforce scheduling, this compilation serves as a valuable resource for scholars, practitioners, and students alike, offering insights into the forefront of research and innovation shaping contemporary industries and academic disciplines.
Proceedings Of The 2024 5th International Conference On Education Knowledge And Information Management Icekim 2024
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Author : Yunshan Kuang
language : en
Publisher: Springer Nature
Release Date : 2024-08-31
Proceedings Of The 2024 5th International Conference On Education Knowledge And Information Management Icekim 2024 written by Yunshan Kuang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-31 with Computers categories.
This is an open access book. ICEKIM is an annual conference that has been held four times. 2024 5th International Conference on Education, Knowledge and Information Management (ICEKIM 2024) will be held on April 19–21, 2024 in Chengdu, China. Information Technology, in the context of education, is revolutionizing the way we store, process, and communicate information, making it more accessible and meaningful. Advanced analytics, artificial intelligence, and cloud computing are some of the technological developments that have profoundly impacted the way educational institutions manage and use data, leading to more personalized and effective learning experiences. ICEKIM will focus on how information management promotes the effective utilization of knowledge and educational development, how to build effective information management assistance systems, and how to promote widespread adoption to meet the practical needs of society. ICEKIM 2024 is to bring together innovative academics and industrial experts in the field of Education, Knowledge and Information Management to a common forum. The primary goal of the conference is to promote research and developmental activities in Education, Knowledge and Information Management and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world.
Generative Artificial Intelligence In Finance
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Author : Pethuru Raj Chelliah
language : en
Publisher: John Wiley & Sons
Release Date : 2025-01-22
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 2025-01-22 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.
Proceedings Of The Third International Conference On Communication Language Literature And Culture Iccollic 2024
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Author : Zita Rarastesa
language : en
Publisher: Springer Nature
Release Date : 2024-12-23
Proceedings Of The Third International Conference On Communication Language Literature And Culture Iccollic 2024 written by Zita Rarastesa and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-23 with Literary Criticism categories.
This is an open access book. ICCoLLiC is an international conference hosted by the English Department, Faculty of Cultural Sciences, Universitas Sebelas Maret. This conference is arranged to become an annual conference making room for scholars and practitioners in the area of communication, language, literature, and culture to share their thoughts, knowledge, and recent researches in the field of study. Digital Culture and Its Implications in Various Settings Welcome to the International Conference on Digital Culture and Its Implications in Various Settings! This conference is a unique platform for scholars, researchers, and practitioners from around the world to share and discuss the latest research, innovations, trends, concerns, and practical challenges encountered in the realm of digital culture. In an era where digital technology is reshaping our lives and societies, understanding its cultural implications is more crucial than ever. Digital technology has elevated our socio-cultural landscape into a new leap which is unthinkable as well as unpredictable. On the one hand, it creates disruptions to and even possible destruction to our old socio-cultural practices, on the other digititalization brings new bright visions into our future horizon. Thus, this conference aims to delve into the multifaceted aspects of digital culture, exploring its impact on various socio-cultural settings such as education, politics, business, literature, arts, media, and society al interactions. Join us for the enlightening keynote speeches, that will broaden your perspective on the digital world. Whether you’re a seasoned professional or a curious newcomer, this conference promises to offer valuable insights and opportunities for networking. Don’t miss this chance to be part of the conversation shaping our digital future. Register now and be part of this exciting event!
Product Mastery A Masterclass In Product Management
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Author : Abhishek Kumar Agarwal
language : en
Publisher: Abhishek Kumar Agarwal
Release Date : 2023-12-19
Product Mastery A Masterclass In Product Management written by Abhishek Kumar Agarwal and has been published by Abhishek Kumar Agarwal this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-19 with Young Adult Nonfiction categories.
Are you ready to revolutionize your product management skills in the era of AI and ML? Step into a world where the role of a product manager has evolved, redefined by the insights of Abhishek Agarwal. Abhishek's remarkable journey, spanning from his roots in rural India to key leadership positions in Fortune 500 companies, serves as the backdrop for this transformative book. "PRODUCT MASTERY - A MASTERCLASS IN PRODUCT MANAGEMENT" offers a pragmatic and empowering approach to thriving in the ever-evolving domain of product management, particularly in the age of Artificial Intelligence (AI) and Machine Learning (ML). Abhishek Agarwal's credentials are impeccable, underscored by his recognition with the ET Inspiring Leaders - Global Icon in the field of Machine Learning & Artificial Intelligence, and Indian Achievers' Award 2023. His journey is a testament to his unwavering commitment to technology accessibility and his belief in the transformative power of AI and ML. With experience at prominent organizations like Unilever, Amazon, and Hewlett Packard Enterprise, Abhishek's strategic insight have set him on a path to become a true visionary in product management. In "PRODUCT MASTERY - A MASTERCLASS IN PRODUCT MANAGEMENT," Abhishek demystifies AI in practical terms, presenting a clear and logical framework. He provides accessible definitions, abundant insights, and expert guidance, making complex concepts understandable to all. Here are some key highlights: The Evolution of Product Management: Abhishek delves into the transformation of the product management landscape. He explores how the role has shifted from traditional practices to a customer-centric approach, emphasizing the importance of solving customer problems. Lean startup methodologies and cross-functional collaboration have changed the game, as product managers forecast product success with accuracy before they are built. The book captures the essence of these significant shifts and sets the stage for the role's future evolution. AI and ML Integration: AI and ML are no longer on the fringes; they have become integral to product management. Abhishek delves deep into how these technologies reshape industries, driving innovation and enhancing user experiences. He doesn't stop at the advantages; he also highlights the crucial role of ethics in the context of generative AI, emphasizing the importance of responsible development and deployment. Practical Guidance: The book offers a comprehensive guide, drawing from Abhishek's experience at Amazon Web Services (AWS), where he played a pivotal role in the development of SageMaker products. It covers everything from the inception of ideas to product launches, blending theory with real-world insights to provide practical guidance. "PRODUCT MASTERY - A MASTERCLASS IN PRODUCT MANAGEMENT" is not just a book; it's an empowering compass that will guide you through the intricacies of modern product management. Abhishek's vision, expertise, and commitment to ethical considerations in AI and ML make this book more than just informative; it's a transformational resource. Whether you're an aspiring product manager, a seasoned professional, or an entrepreneurial spirit, this book equips you with the tools, frameworks, and wisdom to excel in the ever-evolving landscape of innovation and strategy. As you dive into the pages of this book, you'll find not only valuable insights but also a reflection of your own aspirations and experiences. Join Abhishek on this journey, and explore a path filled with discovery, revelation, and growth—a path with the potential to reshape industries and inspire minds. Don't miss this opportunity to navigate the complexities of AI and ML with the wisdom of a visionary. Maximize your success and embark on a thrilling journey today.