Practical AI for Business Leaders, Product Managers, and Entrepreneurs PDF Download

Author: Alfred Essa
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 150150584X
Category : Business & Economics
Languages : en
Pages : 277

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Book Description
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

Author: Alfred Essa
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 1501505734
Category : Business & Economics
Languages : en
Pages : 240

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Book Description
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

Author: Sarah Spiekermann
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110793385
Category : Technology & Engineering
Languages : en
Pages : 198

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Book Description
This book shows how the grand aspiration of creating a Technology for Humanity can be practically achieved. Value-based Engineering helps embedding values into technology design and corporate business structures. Thriving on the knowledge created by over 100 experts in the IEEE 7000TM standardization project, Value-based Engineering gets the best out of 21st century technology while avoiding many tech-induced social dilemmas.

Author: Patsy D. Moskal
Publisher: Taylor & Francis
ISBN: 100092923X
Category : Education
Languages : en
Pages : 364

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Book Description
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.

Author: Waheed Khan
Publisher: Waheed Khan
ISBN:
Category : Computers
Languages : en
Pages : 81

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Book Description
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!

Author: Kingsley Okoye
Publisher: Frontiers Media SA
ISBN: 2832550134
Category : Education
Languages : en
Pages : 176

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Book Description
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.

Author: Rashed Haq
Publisher: John Wiley & Sons
ISBN: 1119665973
Category : Business & Economics
Languages : en
Pages : 368

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Book Description
Enterprise Artificial Intelligence Transformation AI is everywhere. From doctor's offices to cars and even refrigerators, AI technology is quickly infiltrating our daily lives. AI has the ability to transform simple tasks into technological feats at a human level. This will change the world, plain and simple. That's why AI mastery is such a sought-after skill for tech professionals. Author Rashed Haq is a subject matter expert on AI, having developed AI and data science strategies, platforms, and applications for Publicis Sapient's clients for over 10 years. He shares that expertise in the new book, Enterprise Artificial Intelligence Transformation. The first of its kind, this book grants technology leaders the insight to create and scale their AI capabilities and bring their companies into the new generation of technology. As AI continues to grow into a necessary feature for many businesses, more and more leaders are interested in harnessing the technology within their own organizations. In this new book, leaders will learn to master AI fundamentals, grow their career opportunities, and gain confidence in machine learning. Enterprise Artificial Intelligence Transformation covers a wide range of topics, including: Real-world AI use cases and examples Machine learning, deep learning, and slimantic modeling Risk management of AI models AI strategies for development and expansion AI Center of Excellence creating and management If you're an industry, business, or technology professional that wants to attain the skills needed to grow your machine learning capabilities and effectively scale the work you're already doing, you'll find what you need in Enterprise Artificial Intelligence Transformation.

Author: Margherita Pagani
Publisher: Taylor & Francis
ISBN: 1000953939
Category : Business & Economics
Languages : en
Pages : 142

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Book Description
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.

Author: Brennan Pursell
Publisher: Rowman & Littlefield
ISBN: 1538136252
Category : Business & Economics
Languages : en
Pages : 225

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Book Description
From factories to smartphones, Artificial Intelligence is already taking over. Outsmarting AI is not a how-to guide on making AI work, but making it work for YOU to boost profits and productivity. Each development in Artificial Intelligence (AI) technology brings about apprehension and panic for the future of society and for business. We’re bombarded with stories about the impending human-less workplace; it is no longer a question if man can be replaced by machine in certain tasks, but when. However, AI was not manufactured to destroy life as we know it. These emerging technologies were developed and are constantly updating with a particular goal in mind: optimization. AI feeds on data and information to improve outputs and increase potential. With this enhanced productivity, profit and productivity will be sure to follow. Written by Brennan Pursell, a business consultant and professor who hates jargon, and Joshua Walker, an AI pioneer with 18 years of experience in solutions and applications, Outsmarting AI is the first plain-English how-to guide on adapting AI for the non-coding proficient business leader. This book will help readers to Cut through the fog of AI hype See exactly what AI can actually do for people in business Identify the areas of their organization in most need of AI tools Prepare and control their data – AI is useless without it Adopt AI and develop the right culture to support it Track the productivity boost, cost savings, and increased profits Manage and minimize the threat of crippling lawsuits

Author: George Krasadakis
Publisher: Springer Nature
ISBN: 3030451399
Category : Business & Economics
Languages : en
Pages : 316

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Book Description
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.