Ai Product Manager S Handbook
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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 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.
The Product Manager S Handbook 4 E
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Author : Linda Gorchels
language : en
Publisher: McGraw Hill Professional
Release Date : 2011-08-17
The Product Manager S Handbook 4 E written by Linda Gorchels and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-17 with Business & Economics categories.
The essential guide to seamless product management for today’s fluid, unpredictable business world Long considered the most useful and insightful guide of its kind, The Product Manager’s Handbook has been fully revised and updated to give you the edge in today’s challenging business landscape. It features expanded coverage of product development processes, intelligence-gathering techniques (including social media), and a greater emphasis on international issues. This indispensable resource proves that the techniques and tools product managers use are similar—regardless of what industry they work in and what kind of products they manage. Simply put, this book has everything you need for superior job performance—whether you manage consumer or business-to-business products created by an organization that is hierarchical or horizontal. The Product Manager’s Handbook shows you how to integrate your organization’s disparate segments into a cooperative, results-focused unit that produces satisfying products—from initial design through the postpurchase experience. If your job is to create and commercialize products, it provides the information you need to: Balance breakthroughs and line extensions Create business cases—including competitive assessment, market requirements, and risk reduction Conduct gate reviews and beta testing and manage scope creep Get everything in order for a smooth product launch For those who manage existing lines, this guide provides: Specific tips for each of the 4Rs of product life-cycle management Brand guidelines Approaches to customer message management Advice on working with sales and the channel Clear, easy-to-read charts show you how to manage each crucial step from conception to completion, and practical checklists help you evaluate progress at every stage. Interviews with seasoned product management consultants and top-performing product managers provide you with dynamic, proven strategies for addressing potential problems in marketing, production, cross-cultural communication, and more. The Product Manager’s Handbook examines current market-leading companies, the latest research findings, and evolving customer perceptions to provide you with the tools you need to design, produce, and market winning products—and beat the competition at every turn.
Practical Ai For Business Leaders Product Managers And Entrepreneurs
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Author : Alfred Essa
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2022-03-21
Practical Ai For Business Leaders Product Managers And Entrepreneurs written by Alfred Essa and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-21 with Business & Economics categories.
Most economists agree that AI is a general purpose technology (GPT) like the steam engine, electricity, and the computer. AI will drive innovation in all sectors of the economy for the foreseeable future. Practical AI for Business Leaders, Product Managers, and Entrepreneurs is a technical guidebook for the business leader or anyone responsible for leading AI-related initiatives in their organization. The book can also be used as a foundation to explore the ethical implications of AI. Authors Alfred Essa and Shirin Mojarad provide a gentle introduction to foundational topics in AI. Each topic is framed as a triad: concept, theory, and practice. The concept chapters develop the intuition, culminating in a practical case study. The theory chapters reveal the underlying technical machinery. The practice chapters provide code in Python to implement the models discussed in the case study. With this book, readers will learn: The technical foundations of machine learning and deep learning How to apply the core technical concepts to solve business problems The different methods used to evaluate AI models How to understand model development as a tradeoff between accuracy and generalization How to represent the computational aspects of AI using vectors and matrices How to express the models in Python by using machine learning libraries such as scikit-learn, statsmodels, and keras
The Product Manager S Handbook
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Author : Linda Gorchels
language : en
Publisher: McGraw-Hill Companies
Release Date : 2000
The Product Manager S Handbook written by Linda Gorchels and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Business & Economics categories.
"This revised and updated edition fully integrates the Internet and other digital technologies into the product manager's portfolio of tools. The book includes all new information on what it takes to be a successful product manager. It explains the product manager's role in the planning process (including strategic and operational planning), how to evaluate product portfolios, how to propose and develop successful new products, and much more."--BOOK JACKET.
Artificial Intelligence For Managers
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Author : Malay A. Upadhyay
language : en
Publisher: BPB Publications
Release Date : 2020-09-17
Artificial Intelligence For Managers written by Malay A. Upadhyay and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-17 with Computers categories.
Understand how to adopt and implement AI in your organization Key Features _ 7 Principles of an AI Journey _ The TUSCANE Approach to Become Data Ready _ The FAB-4 Model to Choose the Right AI Solution _ Major AI Techniques & their Applications: - CART & Ensemble Learning - Clustering, Association Rules & Search - Reinforcement Learning - Natural Language Processing - Image Recognition Description Most AI initiatives in organizations fail today not because of a lack of good AI solutions, but because of a lack of understanding of AI among its end users, decision makers and investors. Today, organizations need managers who can leverage AI to solve business problems and provide a competitive advantage. This book is designed to enable you to fill that need, and create an edge for your career. The chapters offer unique managerial frameworks to guide an organization's AI journey. The first section looks at what AI is; and how you can prepare for it, decide when to use it, and avoid pitfalls on the way. The second section dives into the different AI techniques and shows you where to apply them in business. The final section then prepares you from a strategic AI leadership perspective to lead the future of organizations. By the end of the book, you will be ready to offer any organization the capability to use AI successfully and responsibly - a need that is fast becoming a necessity. What will you learn _ Understand the major AI techniques & how they are used in business. _ Determine which AI technique(s) can solve your business problem. _ Decide whether to build or buy an AI solution. _ Estimate the financial value of an AI solution or company. _ Frame a robust policy to guide the responsible use of AI. Who this book is for This book is for Executives, Managers and Students on both Business and Technical teams who would like to use Artificial Intelligence effectively to solve business problems or get an edge in their careers. Table of Contents 1.Preface 2.Acknowledgement 3.About the Author 4.Section 1: Beginning an AI Journey a. AI Fundamentals b. 7 Principles of an AI Journey c. Getting Ready to Use AI 5.Section 2: Choosing the Right AI Techniques a. Inside the AI Laboratory b. How AI Predicts Values & Categories c. How AI Understands and Predicts Behaviors & Scenarios d. How AI Communicates & Learns from Mistakes e. How AI Starts to Think Like Humans 6.Section 3: Using AI Successfully & Responsibly a. AI Adoption & Valuation b. AI Strategy, Policy & Risk Management 7.Epilogue
Handbook Of Research On Applied Ai For International Business And Marketing Applications
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Author : Christiansen, Bryan
language : en
Publisher: IGI Global
Release Date : 2020-09-25
Handbook Of Research On Applied Ai For International Business And Marketing Applications written by Christiansen, Bryan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-25 with Business & Economics categories.
Artificial intelligence (AI) describes machines/computers that mimic cognitive functions that humans associate with other human minds, such as learning and problem solving. As businesses have evolved to include more automation of processes, it has become more vital to understand AI and its various applications. Additionally, it is important for workers in the marketing industry to understand how to coincide with and utilize these techniques to enhance and make their work more efficient. The Handbook of Research on Applied AI for International Business and Marketing Applications is a critical scholarly publication that provides comprehensive research on artificial intelligence applications within the context of international business. Highlighting a wide range of topics such as diversification, risk management, and artificial intelligence, this book is ideal for marketers, business professionals, academicians, practitioners, researchers, and students.
Product Management In Practice
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Author : Matt LeMay
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2017-11-08
Product Management In Practice written by Matt LeMay 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 2017-11-08 with Business & Economics categories.
Product management has become a critical connective role for modern organizations, from small technology startups to global corporate enterprises. And yet the day-to-day work of product management remains largely misunderstood. In theory, product management is about building products that people love. The real-world practice of product management is often about difficult conversations, practical compromises, and hard-won incremental gains. In this book, author Matt LeMay focuses on the CORE connective skills— communication, organization, research, execution—that can build a successful product management practice across industries, organizations, teams, andtoolsets. For current and aspiring product managers, this book explores:? On-the-ground tactics for facilitating collaboration and communication? How to talk to users and work with executives? The importance of setting clear and actionable goals? Using roadmaps to connect and align your team? A values-first approach to implementing Agile practices? Common behavioral traps that turn good product managers bad
The Product Manager S Survival Guide Everything You Need To Know To Succeed As A Product Manager
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Author : Steven Haines
language : en
Publisher: McGraw-Hill Professional
Release Date : 2013-06-12
The Product Manager S Survival Guide Everything You Need To Know To Succeed As A Product Manager written by Steven Haines and has been published by McGraw-Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-12 with Business & Economics categories.
FORGE A POWERFUL STRATEGY TO BECOME A PRODUCT MANAGER WHO DELIVERS RESULTS The world of business is moving at breakneck speed. More is being demanded of everyone--with fewer resources than ever. In no profession is this more apparent than Product Management. Written by one of today's leading Product Management thought-leaders, Steven Haines, The Product Manager's Survival Guide provides best practices, practical on-the-job advice, and a step-by-step blueprint for succeeding in Product Management. Whatever your level of experience--whether you're a novice product manager or seasoned Product Management leader--you’ll find everything you need to make consistent positive impacts on your business. With this practical guide in your hands, you have the most powerful tool available for increasing your productivity quickly and dramatically--in a way that is noticeable and measurable. The Product Manager's Survival Guide is conveniently organized into four sections: I. Getting Your Bearings: Map out your plan to begin the journey to success II. Learning the Product's Business: Go beyond features and functions to become the product expert, customer advocate, and domain expert III. Getting Work Done: Synchronize and orchestrate the work of others to help everyone maintain focus on company goals IV. Moving Forward: Round out your experience to take the next critical steps in your Product Management career The only way to excel as a product manager is to develop a strategy for the long run. Start formulating one now and you will be well ahead of your competition--internally and externally. The Product Manager's Survival Guide gives you the tools and insight you need to start putting the pieces in place now--so you can succeed well into the future.
Product Management Essentials
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Author : Aswin Pranam
language : en
Publisher: Apress
Release Date : 2017-12-12
Product Management Essentials written by Aswin Pranam and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-12 with Computers categories.
Gain all of the techniques, teachings, tools, and methodologies required to be an effective first-time product manager. The overarching goal of this book is to help you understand the product manager role, give you concrete examples of what a product manager does, and build the foundational skill-set that will gear you towards a career in product management. To be an effective PM in the tech industry, you need to have a basic understanding of technology. In this book you’ll get your feet wet by exploring the skills a PM needs in their toolset and cover enough ground to make you feel comfortable in a technical discussion. A PM is not expected to have the same level of depth or knowledge as a software engineer, but knowing enough to continue the conversation can be a benefit in your career in product management. A complete product manager will have a 360-degree understanding of user experience and how to craft beautiful productsthat are easy-to-use, with the end user in mind. You’ll continue your journey with a walk through basic UX principles and even go through the process of building a simple set of UI frames for a mock app. Aside from the technical and design expertise, a PM needs to master the social aspects of the role. Acting as a bridge between engineering, marketing, and other teams can be difficult, and this book will dive into the business and soft skills of product management. After reading Product Management Essentials you will be one of a select few technically-capable PMs who can interface with management, stakeholders, customers, and the engineering team. What You Will Learn Gain the traits of a successful PM from industry PMs, VCs, and other professionals See the day-to-day responsibilities of a PM and how the role differs across tech companies Absorb the technical knowledge necessary to interface with engineers and estimate timelines Design basic mocks, high-fidelity wireframes, and fully polished user interfaces Create core documents and handle business interactions Who This Book Is For Individuals who are eyeing a transition into a PM role or have just entered a PM role at a new organization for the first time. They currently hold positions as a software engineer, marketing manager, UX designer, or data analyst and want to move away from a feature-focused view to a high-level strategic view of the product vision.