Ai For Product Development
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Ai For Product Development
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Author : Kanchan Naithani
language : en
Publisher: CRC Press
Release Date : 2025-07-15
Ai For Product Development written by Kanchan Naithani and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-15 with Computers categories.
AI for Product Development explores the transformative role of artificial intelligence in reshaping modern industries. This book offers a comprehensive guide, spanning the evolution of AI in product innovation to practical applications, such as clustering techniques, human-autonomous vehicle interactions, and personalized healthcare solutions. With contributions from leading researchers, it covers explainable AI, real-world case studies, and ethical considerations in intelligent systems. The chapters delve into cutting-edge topics such as YOLO model variants, AI-driven emotion detection, and strategies for overcoming AI implementation challenges. Designed for researchers, professionals, and students, it bridges theory and practice, emphasizing AI's profound impact on product development and beyond.
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.
The Art Of Ai Product Development
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Author : Janna Lipenkova
language : en
Publisher: Simon and Schuster
Release Date : 2025-07-29
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 2025-07-29 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 Get a free eBook (PDF or ePub) from Manning as well as access to the online liveBook format (and its AI assistant that will answer your questions in any language) when you purchase the print book.
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
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
Navigating The Ai Revolution
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Author : Instabooks Ai
language : en
Publisher: Independently Published
Release Date : 2024-03-02
Navigating The Ai Revolution written by Instabooks Ai and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-02 with Business & Economics categories.
Navigating the AI Revolution: Transforming Product Management with Artificial Intelligence As we stand on the brink of a new era, the integration of Artificial Intelligence (AI) within the realms of product management heralds a transformative shift. This book explores the profound impact of AI on the craft of product management, paving the way for a new paradigm where AI's abilities to swiftly draft product requirements documents, autonomously analyze software performance, and aggregate customer feedback are just the beginning. Through detailed explanations and practical insights, we navigate the complex landscape of AI in product management. We delve into how product managers can leverage AI for enhanced strategic planning and decision-making, marking a transition from traditional roles to curators of AI-driven insights. The conversation extends to the balance between automation and human intuition, highlighting how this synergy is instrumental in guiding product vision and fostering innovation. Geared towards professionals seeking to harness the potential of AI in product management, this book offers both foundational knowledge for novices and advanced theories for experts. With a focus on real-world applications, we provide readers with the tools to not only understand but also implement AI strategies within their own teams and projects. Get ready to revolutionize your approach to product management and embrace the future of AI-enabled innovation. This journey is not just about the technology but the people behind it. Embrace the opportunities AI presents, while maintaining the human touch that drives true innovation. See how product managers are evolving from creators of documents to strategic visionaries, using AI as a powerful ally in the competitive market. Table of Contents 1. The Dawn of AI in Product Management - Introducing Artificial Intelligence - The Evolution of Product Management Roles - AI's Impact on Traditional Processes 2. AI-Driven Tools for Efficiency - Drafting Product Requirements with AI - Autonomous Software Performance Analysis - Aggregating and Utilizing Customer Feedback 3. Strategic Planning in the AI Era - Enhancing Decision-Making with AI - Crafting AI-Driven Strategic Plans - The Role of AI in Market Analysis 4. The Human-AI Synergy - Balancing Automation with Intuition - The Product Manager as a Curator of Insights - Fostering Innovation through Collaboration 5. Case Studies: AI in Action - Success Stories in AI-Driven Product Management - Learning from Failures: Pitfalls to Avoid - Leveraging AI for Competitive Advantage 6. Preparing for the AI Revolution - Skills Product Managers Need in the AI Age - Building an AI-Compatible Team - Future Trends in Product Management and AI 7. AI and the Product Development Lifecycle - Integrating AI Through the Lifecycle - AI in Prototyping and Testing - AI's Role in Launch and Iteration 8. AI in Customer Relationship Management - Understanding Customer Needs with AI - Personalization and AI - Improving Customer Experience with AI 9. The Ethics of AI in Product Management - Addressing Bias in AI - Data Privacy and Security - Ethical Considerations of AI-Driven Decisions 10. Overcoming Challenges in AI Adoption - Identifying and Addressing Implementation Hurdles - Organizational Shifts for AI Integration - Maintaining a Human-Centric Approach 11. The Future of AI and Product Management - Predictions for the Next Decade - The Role of Emerging Technologies - Staying Ahead in an AI-Driven World 12. The Journey Towards AI Mastery - From Beginner to Expert: Learning Paths - Implementing AI Strategies - Review and Renew: Keeping up with AI Advancements
Ai Product Manager S Handbook
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Author : Irene Bratsis
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-11-29
Ai Product Manager S Handbook written by Irene Bratsis 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 2024-11-29 with Computers categories.
Whether you're a seasoned professional or a newcomer to the world of AI product management, this is your definitive guide. Embark on a transformative journey into the future of intelligent product management. Key Features Chart a successful career path in the AI product management field Packed with real-world examples, practical insights, and actionable strategies Navigate the complexities of AI product development and evolve your existing products Book Description This book will provide you with a detailed roadmap for successfully building, maintaining, and evolving artificial intelligence (AI)-driven products, serving as an indispensable companion on your journey to becoming an effective AI PM. We'll explore the AI landscape, demystify complex terms, and walk you through infrastructure, algorithms, and deployment strategies. You’ll master essential skills to understand the optimal flow of AI processes, learn about the product development life cycle from ideation to deployment, and familiarize yourself with commonly used model development techniques. We'll discuss the intricacies of building products natively with AI, as well as evolving traditional software product to AI products. Regardless of your use case, we’ll show you how you can craft compelling stories to captivate your audience. We'll help you find the right balance between foundational product design elements and the unique aspects of managing AI products, so you can prioritize wisely. We’ll also explore career considerations for AI PMs. By the end of this book, you will understand the importance of AI integration and be able to explore emerging AI/ML models like Generative AI and LLMs. You’ll discover open-source capabilities and best practices for ideating, building, and deploying AI products across verticals. What you will learn Plan your AI PM roadmap and navigate your career with clarity and confidence Gain a foundational understanding of AI/ML capabilities Align your product strategy, nurture your team, and navigate the ongoing challenges of cost, tech, compliance, and risk management Identify pitfalls and green flags for optimal commercialization Separate hype from reality and identify quick wins for AI enablement and GenAI Understand how to develop and manage both native and evolving AI products Benchmark product success from a holistic perspective Who this book is for This book is for aspiring and experienced product managers, as well as other professionals interested in incorporating AI into their products. Foundational knowledge of AI is expected and reinforced. If you are looking to better understand machine learning principles and data science methodologies, you will benefit from this book, particularly if you’re in a role where the application of AI/ML directly influences marketing outcomes and business strategies.
Building Ai Powered Products
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Author : Marily Nika
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2025-02-15
Building Ai Powered Products written by Marily Nika 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 2025-02-15 with Computers categories.
Drawing from her experience at Google and Meta, Dr. Marily Nika delivers the definitive guide for product managers building AI and GenAI powered products. Packed with smart strategies, actionable tools, and real-world examples, this book breaks down the complex world of AI agents and generative AI products into a playbook for driving innovation to help product leaders bridge the gap between niche AI and GenAI technologies and user pain points. Whether you're already leading product teams or are an aspiring product manager, and regardless of your prior knowledge with AI, this guide will empower you to confidently navigate every stage of the AI product lifecycle. Confidently manage AI product development with tools, frameworks, strategic insights, and real-world examples from Google, Meta, OpenAI, and more Lead product orgs to solve real problems via agentic AI and GenAI capabilities Gain AI Awareness and technical fluency to work with AI models, LLMs, and the algorithms that power them; get cross-functional alignment; make strategic trade-offs; and set OKRs
Navigating Tomorrow The Future Of Product Management And Artifical Intelligence A Handbook For Product Managers
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Author : Sajjad Ahmad
language : en
Publisher: Sajjad ahmad
Release Date : 2024-01-04
Navigating Tomorrow The Future Of Product Management And Artifical Intelligence A Handbook For Product Managers written by Sajjad Ahmad and has been published by Sajjad ahmad this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-04 with Computers categories.
In the ever-evolving terrain of technology, the convergence of artificial intelligence (AI) and product management has become a defining feature of the contemporary business landscape. The symbiotic relationship between these two domains has ushered in a new era of innovation, challenging traditional paradigms and reshaping the way products are conceptualized, developed, and delivered to users. As we stand at the crossroads of technological advancement, it is crucial to understand the intricate interplay between AI and product management. Product managers are no longer mere architects of features; they are orchestrators of intelligent systems, harnessing the power of machine learning, data analytics, and automation to redefine user experiences and business processes. This journey into the future of product management and AI is not merely a forecast but a roadmap that navigates the complex terrains of opportunities and challenges. It requires a keen understanding of the profound changes AI introduces to the product development lifecycle, the impact on user-centric design, and the transformative nature of data-driven decision-making. The landscape we traverse is marked by the fusion of human ingenuity with the capabilities of machines. It's a realm where algorithms augment creativity, where data becomes the currency of innovation, and where products evolve dynamically in response to real-time insights. As we embark on this exploration, it is imperative to grasp the significance of AI not as a standalone entity but as an integral force shaping the future trajectory of product management. This book seeks to unravel the intricacies of this evolving landscape, offering a comprehensive guide for product managers, business leaders, and enthusiasts who aim to harness the potential of AI to propel their products into the future. We will delve into the collaborative synergy between human expertise and machine intelligence, explore ethical considerations in design, navigate the challenges of agile methodologies in AI projects, and decipher the critical role of continuous learning in staying ahead of the curve. Join us on this expedition as we define the landscape where the pulse of AI harmonizes with the heartbeat of product management. Through insights, strategies, and real-world case studies, we aim to empower you to not only adapt to this changing landscape but to thrive within it, creating products that resonate with users in a world where the only constant is relentless innovation.
Product Development
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Author : Anil Mital
language : en
Publisher: Elsevier
Release Date : 2014-08-12
Product Development written by Anil Mital and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-12 with Technology & Engineering categories.
Product development teams are composed of an integrated group of professionals working from the nascent stage of new product planning through design creation and design review and then on to manufacturing planning and cost accounting. An increasingly large number of graduate and professional training programs are aimed at meeting that need by creating a better understanding of how to integrate and accelerate the entire product development process. This book is the perfect accompaniment and a comprehensive guide. The second edition of this instructional reference work presents invaluable insight into the concurrent nature of the multidisciplinary product development process. It can be used in the traditional classroom, in professional continuing education courses or for self-study. This book has a ready audience among graduate students in mechanical and industrial engineering, as well as in many MBA programs focused on manufacturing management. This is a global need that will find a receptive readership in the industrialized world particularly in the rapidly developing industrial economies of South Asia and Southeast Asia. - Reviews the precepts of Product design in a step-by-step structured process and focuses on the concurrent nature of product design - Helps the reader to understand the connection between initial design and interim and final design, including design review and materials selection - Offers insight into roles played by product functionality, ease-of assembly, maintenance and durability, and their interaction with cost estimation and manufacturability through the application of design principles to actual products