Practical Ai For Business Leaders Product Managers And Entrepreneurs
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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
Value Based Engineering
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Author : Sarah Spiekermann
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2023-03-20
Value Based Engineering written by Sarah Spiekermann 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 2023-03-20 with Technology & Engineering categories.
In times of powerful AI systems, such as GPT, Value-based Engineering is deeply needed. It is a new transdisciplinary IT innovation- and engineering approachrespecting human values and societal consequences of IT systems as these are planned and in early evolution stages. The book tells the story of why we need technology for humanity more than ever before and what principles we should follow in building it. More concretely, it is a guide on how exactly companies should pursue their innovation efforts with an epilogue on how this is different from aspiring science fiction. The Value-based Engineering approach outlined in this book with concrete case-studies, forms and over 90 illustrations was developed and revised by over 100 experts from around the world engaged in a project called IEEE P7000 TM. https://www.value-based-engineering.com/ https://www.youtube.com/channel/UCrLvHXQKvx17-PbWaYJzEQQ
Data Analytics And Adaptive Learning
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Author : Patsy D. Moskal
language : en
Publisher: Taylor & Francis
Release Date : 2023-08-25
Data Analytics And Adaptive Learning written by Patsy D. Moskal and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-25 with Education categories.
Data Analytics and Adaptive Learning offers new insights into the use of emerging data analysis and adaptive techniques in multiple learning settings. In recent years, both analytics and adaptive learning have helped educators become more responsive to learners in virtual, blended, and personalized environments. This set of rich, illuminating, international studies spans quantitative, qualitative, and mixed-methods research in higher education, K–12, and adult/continuing education contexts. By exploring the issues of definition and pedagogical practice that permeate teaching and learning and concluding with recommendations for the future research and practice necessary to support educators at all levels, this book will prepare researchers, developers, and graduate students of instructional technology to produce evidence for the benefits and challenges of data-driven learning.
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
The Business Of Ai Monetizing Marketing And Selling Ai Products
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Author : Waheed Khan
language : en
Publisher: Waheed Khan
Release Date :
The Business Of Ai Monetizing Marketing And Selling Ai Products written by Waheed Khan and has been published by Waheed Khan this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Unlock the Moneymaking Potential of AI for Your Business (The Business of AI) Artificial intelligence already drives billions in economic value, but most businesses have yet to tap its lucrative potential. This definitive guide reveals insider strategies used by AI industry practitioners to successfully ideate, develop, market and monetize AI products across any industry to gain competitive advantages and dominate your niche. Learn high-impact business frameworks around: Validating and conceptualizing profitable AI product ideas based on market gap analysis Assembling AI development teams leveraging the right talent and technology stacks Architecting reliable and scalable machine learning operations (MLOps) Securing funding for AI startups via optimal fundraising approaches Building trust and adoption via differentiated marketing highlighting transparency Generating sales tailoring B2B and B2C monetization models around AI Ethics considerations around reducing algorithmic bias and ensuring fairness Global expansion tactics and localization techniques as you scale internationally Additionally, get exclusive insights from AI thought leaders on emerging technologies, long horizon predictions, sample case studies and more. Plus helpful appendices featuring an AI entrepreneur's resource directory across data resources, tools, cloud platforms, research groups and communities. This indispensable handbook provides pragmatic guidance for CEOs, founders, developers, marketers, sales leaders keen to capitalize on AI’s business potential and compound competitive differentiation. Buy now to future proof your firm!
Successful Ai Product Creation
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Author : Shub Agarwal
language : en
Publisher: John Wiley & Sons
Release Date : 2025-04-01
Successful Ai Product Creation written by Shub Agarwal 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 2025-04-01 with Computers categories.
The Essential Guide to AI and Generative AI Product Creation from a Veteran AI Leader and Educator In Successful AI Product Creation: A 9-Step Framework, AI product leader, professor of product management and AI, and industry expert, Prof. Shub Agarwal delivers the ultimate playbook—a comprehensive, step-by-step guide to Building, Scaling, and Integrating AI and Generative AI into real-world products. Drawing from over two decades of experience, this comprehensive guide bridges the gap between AI technology and business impact, ensuring you can navigate the AI revolution with confidence. Featuring Forewords by: Ted Shelton, Chief Operating Officer at Inflection AI (co-founded by Reid Hoffman) Dr. Jia Li, Co-Founder and Chief AI Officer at LiveX AI; Founding Head of R&D at Google Cloud AI; AI Professor at Stanford What You'll Learn: Complete 9-Step AI Product Creation Framework: Master the entire AI product lifecycle from discovery and experimentation to scaling, governance, and AI model lifecycle management. 20+ Real-World Case Studies: Learn from successful AI implementations across healthcare, finance, e-commerce, retail, manufacturing, and big tech companies like Google, Meta, Amazon, and Apple. Traditional AI vs. Generative AI: Understand when to use each approach, how to leverage models like GPT and transformers, and key differences in adoption strategies. AI Model Performance and Ethics: Address challenges like bias, fairness, model drift, and regulatory compliance. Practical Tools and Templates: Access decision-making frameworks, checklists, and internal diagrams that guide seamless execution. Who Should Read This Book? AI Product Managers and Tech Leaders: A strategic and tactical guide for AI integration. Entrepreneurs and Founders: Leverage AI for competitive advantage and scalability. Business Executives and Decision-Makers: Understand AI's potential for growth and optimization. Students and Aspiring AI PMs: Develop industry-ready skills through real-world case studies.
Impact And Implications Of Ai Methods And Tools For The Future Of Education
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Author : Kingsley Okoye
language : en
Publisher: Frontiers Media SA
Release Date : 2024-06-07
Impact And Implications Of Ai Methods And Tools For The Future Of Education written by Kingsley Okoye and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-07 with Education categories.
The congruence of technology such as AI and its use for education can help transform the different pedagogical practices and future of education. Educational organizations like The UNESCO and The World Bank are already calling for research and development-oriented projects, and creation/mobilization of technological initiatives on how to re-imagine education and operationalize the use of digital technologies for its purpose, the "Digitized-Education". Those goals mean or include methodological approaches and wide adoption of the AI-methods in fostering education in the classroom or learning environments. Also noteworthy is the fact that "digitized-education" is now an inevitable and integral element to achieving the global sustainable development goals (SDGs) particularly the SDG4 that promotes quality of education.
Artificial Intelligence For Business Creativity
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Author : Margherita Pagani
language : en
Publisher: Taylor & Francis
Release Date : 2023-07-05
Artificial Intelligence For Business Creativity written by Margherita Pagani and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-05 with Business & Economics categories.
Artificial Intelligence for Business Creativity provides an in-depth examination of the integration of Artificial Intelligence (AI) into the business sector to foster creativity. The book explores the interplay between micro-level individual creativity and macro-level organizational innovation through the lens of AI. It delves into three crucial areas where AI can stimulate business creativity: product and service design, optimized processes, and enhanced organizational collaboration. The authors also highlight the versatility and capability of generative AI systems in promoting creativity and innovation. Intended for business leaders, managers, entrepreneurs, and those interested in AI and creativity, the book offers practical guidance and insightful recommendations on how organizations can effectively utilize AI to enhance their creative process. By offering a comprehensive understanding of the role of AI in fostering creativity, the book equips its readers with the tools to stay ahead in the rapidly changing landscape of AI and creativity. This book is a valuable resource for anyone seeking to understand the impact of AI on business creativity and how to effectively leverage it to foster creativity and innovation in their organization. It is a must-read for anyone looking to increase their knowledge and understanding of AI and its impact on business creativity.
The Innovation Mode
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Author : George Krasadakis
language : en
Publisher: Springer Nature
Release Date : 2020-07-29
The Innovation Mode written by George Krasadakis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-29 with Business & Economics categories.
This book presents unique insights and advice on defining and managing the innovation transformation journey. Using novel ideas, examples and best practices, it empowers management executives at all levels to drive cultural, technological and organizational changes toward innovation. Covering modern innovation techniques, tools, programs and strategies, it focuses on the role of the latest technologies (e.g., artificial intelligence to discover, handle and manage ideas), methodologies (including Agile Engineering and Rapid Prototyping) and combinations of these (like hackathons or gamification). At the same time, it highlights the importance of culture and provides suggestions on how to build it. In the era of AI and the unprecedented pace of technology evolution, companies need to become truly innovative in order to survive. The transformation toward an innovation-led company is difficult – it requires a strong leadership and culture, advanced technologies and well-designed programs. The book is based on the author’s long-term experience and novel ideas, and reflects two decades of startup, consulting and corporate leadership experience. It is intended for business, technology, and innovation leaders.
Improving Entrepreneurial Processes Through Advanced Ai
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Author : Tunio, Muhammad Nawaz
language : en
Publisher: IGI Global
Release Date : 2024-10-25
Improving Entrepreneurial Processes Through Advanced Ai written by Tunio, Muhammad Nawaz and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-25 with Business & Economics categories.
We stand at the precipice of a technological revolution; the entrepreneurial landscape is undergoing a metamorphosis. In the academic corridors of today, a pressing challenge emerges - the need to comprehend and dissect the profound transformations underway in the world of entrepreneurship. The fusion of emerging technologies with the age-old spirit of entrepreneurship is creating seismic shifts, ushering in new possibilities that beg exploration. Improving Entrepreneurial Processes Through Advanced AI emerges as a beacon of insight and innovation in this new entrepreneurial realm of possibility. This book embarks on a captivating journey, tailored to the discerning minds of PhD students, university educators, independent researchers, and scholars in related fields, guiding them through the intricacies of technology integration and the transformation of entrepreneurial processes. As technology continues to advance at an unprecedented pace, traditional paradigms are being upended, leaving researchers grappling with complex questions. The emergence of Artificial Intelligence (AI) as a game-changer in entrepreneurship introduces a host of intricate issues and uncertainties. Amidst this sea of change, the fundamental challenge lies in understanding how these advancing AI systems can address core entrepreneurial challenges and open new horizons of opportunity in the era of digital transformation.