The Ai Powered Product Manager
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The Ai Powered Product Manager
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Author : Luis Jurado
language : en
Publisher: Luis Jurado
Release Date : 2023-05-08
The Ai Powered Product Manager written by Luis Jurado and has been published by Luis Jurado this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-08 with categories.
The AI-Powered Product Manager: Combining Strategy and Technology is a comprehensive guide designed to equip product managers with the knowledge and tools needed to excel in the rapidly evolving world of AI and Machine Learning. This book aims to bridge the gap between traditional product management practices and the cutting-edge techniques needed to develop and manage AI-powered products. In this 400+ page guide, you will delve deep into the following key areas: Understanding the growing importance of Machine Learning and AI in product management and why it is crucial to learn the correct procedures. Mastering the art of business strategy for Machine Learning and AI by exploring traditional algorithms, ML and AI model innovations, and hypothesis building and testing. Grasping essential technology and concepts, including Machine Learning, Deep Learning, and the differences between Supervised, Unsupervised, and Reinforcement Learning. Navigating product discovery with AI, identifying problems and opportunities, user research methods, developing user personas, and prototyping with ML and AI. Implementing the best advice and trends in data management for ML and AI, including data growth strategies, open data, company data, and crowdsourcing labelled data. Excelling at product development for ML/AI, such as problem-solving approaches, prioritisation, MVP and MVD concepts, agile methodologies, and Data Kanban in product development. Building and evaluating high-performance AI models while setting model performance metrics, understanding test data, and optimising for user experience. Mastering trial phases in ML and AI product deployment, defining success criteria, selecting the right models, minimising bias, and scaling successful trials. Streamlining deployment and continuous deployment, monitoring models, selecting feedback metrics, implementing user feedback loops, and shadow deployments. Learning how to manage Data Scientists and ML Engineers effectively, understanding ML and AI hierarchy needs and roles, and managing team workflows. Improving communication skills with internal stakeholders, setting data expectations, active listening, compelling storytelling, and running effective meetings. Addressing privacy and bias concerns in AI and Machine Learning, understanding user concerns, security issues, AI amplifying human bias, and adhering to data laws and regulations. In addition, the book concludes with a thoughtful exploration of the future of product management and Machine Learning, offering a summary of key takeaways and recommendations for continued learning. Whether you are a seasoned product manager or just starting your career in this dynamic field, The AI-Powered Product Manager: Combining Strategy and Technology is your indispensable resource for mastering the knowledge and skills needed to thrive in the age of AI and Machine Learning.
The Ai Product Manager S Handbook
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Author : Irene Bratsis
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-02-28
The 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 2023-02-28 with Computers categories.
Master the skills required to become an AI product manager and drive the successful development and deployment of AI products to deliver value to your organization. Purchase of the print or Kindle book includes a free PDF eBook. Key Features Build products that leverage AI for the common good and commercial success Take macro data and use it to show your customers you’re a source of truth Best practices and common pitfalls that impact companies while developing AI product Book DescriptionProduct managers working with artificial intelligence will be able to put their knowledge to work with this practical guide to applied AI. This book covers everything you need to know to drive product development and growth in the AI industry. From understanding AI and machine learning to developing and launching AI products, it provides the strategies, techniques, and tools you need to succeed. The first part of the book focuses on establishing a foundation of the concepts most relevant to maintaining AI pipelines. The next part focuses on building an AI-native product, and the final part guides you in integrating AI into existing products. You’ll learn about the types of AI, how to integrate AI into a product or business, and the infrastructure to support the exhaustive and ambitious endeavor of creating AI products or integrating AI into existing products. You’ll gain practical knowledge of managing AI product development processes, evaluating and optimizing AI models, and navigating complex ethical and legal considerations associated with AI products. With the help of real-world examples and case studies, you’ll stay ahead of the curve in the rapidly evolving field of AI and ML. By the end of this book, you’ll have understood how to navigate the world of AI from a product perspective.What you will learn Build AI products for the future using minimal resources Identify opportunities where AI can be leveraged to meet business needs Collaborate with cross-functional teams to develop and deploy AI products Analyze the benefits and costs of developing products using ML and DL Explore the role of ethics and responsibility in dealing with sensitive data Understand performance and efficacy across verticals Who this book is for This book is for product managers and other professionals interested in incorporating AI into their products. Foundational knowledge of AI is expected. If you understand the importance of AI as the rising fourth industrial revolution, this book will help you surf the tidal wave of digital transformation and change across industries.
Ai Powered Product Management
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Author : Ethan Dawn Harper
language : en
Publisher: Independently Published
Release Date : 2024-05-08
Ai Powered Product Management written by Ethan Dawn Harper and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-08 with Business & Economics categories.
In the fast-evolving world of technology, the role of a product manager is increasingly complex and dynamic. "AI-Powered Product Management: Essential Prompts for Every Stage" by Ethan Dawn Harper offers a practical guide that bridges the traditional facets of product management with the innovative capabilities of Artificial Intelligence. This book serves as an invaluable resource for current and aspiring product managers looking to harness the power of AI to enhance their decision-making, streamline operations, and stay ahead of industry trends. Central to the effective use of AI in product management is the ability to ask the right questions. This book provides a detailed framework for formulating these questions, enabling product managers to unlock actionable insights and maximize the potential of AI tools. With chapters dedicated to different stages of product development-from ideation through launch and scaling-Ethan Dawn Harper illustrates how AI technologies can be employed to transform product strategies. By emphasizing strategic questioning, "AI-Powered Product Management" equips you with the knowledge to effectively implement AI tools, addressing the ethical considerations and challenges that come with AI integration, and ensuring that you are prepared for the responsibilities of modern product management. Whether you are looking to optimize existing products or pioneer new innovations, "AI-Powered Product Management: Essential Prompts for Every Stage" delivers the expert advice and practical tools you need to succeed. Dive into this book to refine your approach to product management, leading your products to success in the digital age by mastering the art of asking the right questions.
Ai Driven Product Management
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Author :
language : en
Publisher: Hardeep Singh
Release Date : 2024-04-01
Ai Driven Product Management written by and has been published by Hardeep Singh this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-01 with Computers categories.
In the rapidly evolving landscape of product management, leveraging cutting-edge technologies is essential to stay ahead of the curve. "AI Driven Product Management" is your definitive guide to unlocking the power of artificial intelligence in revolutionizing product lifecycle optimization. In this insightful eBook, you'll discover how AI tools can transform the way you analyze vast amounts of customer data to drive informed decision-making at every stage of the product management process. From identifying market trends to understanding user behavior, AI empowers you to glean valuable insights that shape your product strategy and drive success. With practical examples and step-by-step guidance, this book demystifies the process of integrating AI into your product management toolkit. Learn how to harness AI algorithms to analyze customer feedback, predict market demand, and optimize pricing strategies. Explore innovative techniques for automating tasks, streamlining workflows, and enhancing collaboration across your team. Whether you're a seasoned product manager or just starting out in the field, "AI Driven Product Management" equips you with the knowledge and tools you need to thrive in today's data-driven world. Discover how AI-driven analytics can supercharge your product development efforts, drive customer satisfaction, and propel your business to new heights. Unlock the potential of AI and revolutionize your approach to product management. Dive into "AI Driven Product Management" today and embark on a journey towards smarter, more effective product lifecycles.
Building Ai Powered Products
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Author : Marily Nika
language : en
Publisher:
Release Date : 2024-12-03
Building Ai Powered Products written by Marily Nika and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-03 with Computers categories.
In the last decade Artificial Intelligence has become ubiquitous, driving increasingly complex and consequential decisions like credit approvals, college admissions, courtroom bail decisions, early diagnosis of disease and so on. AI is no longer science fiction or something that we only see in the movies. It is real, and it's everywhere. These consequential decisions are happening at an unprecedented scale and tech companies and startups are launching new products that are changing the way people work and impact their lives in so many ways. This book is a comprehensive resource for product managers looking to leverage artificial intelligence in their products. Written by Marily Nika, an expert in the field, this book provides a clear and actionable framework for identifying opportunities and building AI-powered products that meet the needs of users and drive business growth. From understanding the basics of AI and machine learning, to identifying the right use cases and building a team, this book is an essential guide for product managers looking to stay ahead of the curve in the fast-moving world of AI. Readers do not need a technical background to thrive as a Product Manager leveraging AI. Marily will expertly guide the readers through the most popular use cases that AI can solve for, and describe which technologies can be leveraged for each use case. Readers will have tangible takeaways and they will understand the skillset they will need throughout the AI product lifecycle, as well as how to come up with AI-enabled ideas, how to create effective roadmaps for the products they are building and how to measure the success of an AI product. Moreover, readers will grasp the diverse skillset and tools that AI product managers need in order to thrive and effectively partner with scientists and engineers.
Ai Powered Commerce
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Author : Andy Pandharikar
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-01-28
Ai Powered Commerce written by Andy Pandharikar 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 2022-01-28 with Computers categories.
Learn how to use artificial intelligence for product and service innovation, including the diverse use cases of Commerce.AI Key FeaturesLearn how to integrate data and AI in your innovation workflowsUnlock insights into how various industries are using AI for innovationApply your knowledge to real innovation use cases like product strategy and market intelligenceBook Description Commerce.AI is a suite of artificial intelligence (AI) tools, trained on over a trillion data points, to help businesses build next-gen products and services. If you want to be the best business on the block, using AI is a must. Developers and analysts working with AI will be able to put their knowledge to work with this practical guide. You'll begin by learning the core themes of new product and service innovation, including how to identify market opportunities, come up with ideas, and predict trends. With plenty of use cases as reference, you'll learn how to apply AI for innovation, both programmatically and with Commerce.AI. You'll also find out how to analyze product and service data with tools such as GPT-J, Python pandas, Prophet, and TextBlob. As you progress, you'll explore the evolution of commerce in AI, including how top businesses today are using AI. You'll learn how Commerce.AI merges machine learning, product expertise, and big data to help businesses make more accurate decisions. Finally, you'll use the Commerce.AI suite for product ideation and analyzing market trends. By the end of this artificial intelligence book, you'll be able to strategize new product opportunities by using AI, and also have an understanding of how to use Commerce.AI for product ideation, trend analysis, and predictions. What you will learnFind out how machine learning can help you identify new market opportunitiesUnderstand how to use consumer data to create new products and servicesUse state-of-the-art AI frameworks and tools for data analysisLaunch, track, and improve products and services with AIRise above the competition with unparalleled insights from AITurn customer touchpoints into business winsGenerate high-conversion product and service copyWho this book is for This AI book is for AI developers, data scientists, data product managers, analysts, and consumer insights professionals. The book will guide you through the process of product and service innovation, no matter your pre-existing skillset.
Executive Briefing
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Author : Mayukh Bhaowal
language : en
Publisher:
Release Date : 2020
Executive Briefing written by Mayukh Bhaowal and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
There's an evolution in product management correlated with the shift from the digital revolution to the AI revolution. AI product managers are rising. As AI and ML eat software, more and more PMs and execs need to level up their skills to manage these products and provide requirements and specifications that add value to the data engineering and data science teams. This leads to actually solving customer pain points and not just building a cool technology solution. Imagine a new recommendation feature. Traditionally, a PM would work with a designer and come up with the UI/UX specification around the layout, when and where to show the recommendations, the behavior on interacting with the recommendations, etc. However, product specifications around UX, layout, or interactions are of no value to a machine learning engineer or a data scientist who would need to operationalize a machine learning system to power such recommendations. Mayukh Bhaowal (Salesforce) details the top areas an AI product manager needs to focus on above and beyond a traditional PM, including mapping of business problems to machine learning problems, understanding data and labelled data nuances, defining crisp model evaluation criteria, model explainability, ethics and bias, and the distinction between research and production when it comes to AI-powered products and features. Prerequisite knowledge A working knowledge of AI product space What you'll learn Understand that the role of product management has changed fundamentally and that AI product managers and execs need unique skill sets above and beyond traditional PMs to be successful in the real world building AI/ML products Learn how AI product managers and execs need to think differently about customers, use cases, and how to translate them into tangible requirements for data engineers and data scientists This session is from the 2019 O'Reilly Artificial Intelligence Conference in San Jose, CA.
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.
Ai Product Manager
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Author : Padmaraj Nidagundi
language : en
Publisher:
Release Date : 2022-01-03
Ai Product Manager written by Padmaraj Nidagundi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-03 with categories.
If you have ever thought to yourself, "I want to become an Artificial Intelligence Product Manager or I want to enhance my skills as an AI Product Manager" then this is the perfect book for you. In it, the author comes up with some important themes: Artificial intelligence product manager journey, AI product manager skills for the future and so on. In the book, the author comes up with some important themes: History Of AI Product Manager Becoming A Artificial Intelligence Product Manager Steps To Become A Artificial Intelligence Product Manager Artificial Intelligence Product Manager In The Agile Era Artificial Intelligence Product Manager Journey First Month, You Will Next 3 Months, You Will Within The Next 6 Months, You Will AI Datasets Creation, Models Building And Updating, Impact Measurement Collaborating With Developers, Machine Learning Engineers, As Well As Product Management Teams AI Product Full Life Cycle: Strategy, Development, Experimentation, Launch, Optimization, Sunset Role Of An AI Product Manager Managing A Product Backlog Engage With Stakeholders To Scope Work How AI Product Manager Work With Data Scientists How Artificial Intelligence Product Manager Make Critical Decisions How AI Product Manager Make Proposing Simple, Creative Solutions To Complex Problems How AI Product Manager Understand And Interpret Data Ai Product Manager And Technical Team Management Ai Product Manager: Customers And Product Strategy And Improvements Ai Product Manager Skills For Future Follow Along The Journey Self Q&A This book will provide you with a solid foundation for an Artificial intelligence Product manager. This book not only presents some specific technical skills of AI product manager but also it provides an overview of the artificial intelligence product manager's job including team management, detailed steps of the full lifecycle product development from idea to launch and from launch to sunset, from data set creation to machine learning models building and updating. This book is very helpful for both professionals and students. One of the main features of this book is its clear language, simple way to present complex ideas and easy-to-understand method to apply this. Review #1 As a technical product manager, I really enjoyed this book. It provides a clear explanation of key Artificial Intelligence concepts and how they can be applied to real-life product development. It also provides a detailed overview of the job responsibilities of an AI product manager, which is useful for those who want to build a career as an Artificial Intelligence Product Manager or want to promote their career as an AI product manager. The author's way of introducing these complex ideas in an easy-to-understand manner is also remarkable. I really enjoyed his style of writing, which is based on structure and examples. This book will help you to enhance your career as an Artificial Intelligence Product Manager. It also helps to advance your career in the field of Data Science. I highly recommend this book to all professionals who are working in the field of Data Science or Artificial Intelligence Product Manager. Review #2 This book is very informative and easy to understand. It has all the necessary information that can be helpful to do AI, Product Manager. I thought that it would be confusing but it was just amazing and made me realize what exactly I'm doing in my job. The author uses a lot of examples in this book which makes the topic to be easy to understand by all levels.
Ai Product Management
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Author : Kumar Vishwesh
language : en
Publisher:
Release Date : 2023-03-08
Ai Product Management written by Kumar Vishwesh and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-08 with categories.
Artificial intelligence (AI) is revolutionizing the way we do business, and AI product management is at the forefront of this transformation. In this practical guide, you'll learn the skills and strategies needed to successfully develop, launch, and scale AI products. We'll start by introducing you to the role of an AI product manager and the importance of AI in today's business landscape. From there, you'll learn how to understand the AI ecosystem and identify the right use cases for your AI product. You'll also discover how to build and manage an interdisciplinary team, design and develop an AI product, and launch and market it effectively. Throughout the book, you'll find real-world examples and best practices for growing and scaling your AI product. Whether you're a product manager, engineer, data scientist, or entrepreneur, this book will provide you with the knowledge and tools you need to succeed in the exciting field of AI product management. Note: This is a basic book on the topic intended to give you just a high-level overview. Please don't expect in deep dive into the topics. Making the readers aware of the topics involved in this new field, is the prime purpose.