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Practical AI for Business Leaders, Product Managers, and Entrepreneurs

Author : Alfred Essa

Publisher : Walter de Gruyter GmbH & Co KG

Page : 240 pages

File Size : 41,10 MB

Release : 2022-03-21

Category : Business & Economics

ISBN : 1501505734

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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



Reimagining Businesses with AI

Author : Khaled Al Huraimel

Publisher : John Wiley & Sons

Page : 288 pages

File Size : 22,27 MB

Release : 2020-09-22

Category : Business & Economics

ISBN : 1119709164

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Book Description

Discover what AI can do for your business with this approachable and comprehensive resource Reimagining Businesses with AI acquaints readers with both the business challenges and opportunities presented by the rapid growth and progress of artificial intelligence. The accomplished authors and digital executives of the book provide you with a multi-industry approach to understanding the intersection of AI and business. The book walks you through the process of recognizing and capitalizing on AI’s potential for your own business. The authors describe: How to build a technological foundation that allows for the rapid implementation of artificial intelligence How to manage the disruptive nature of powerful technology while simultaneously harnessing its capabilities The ethical implications and security and privacy concerns raised by the spread of AI Perfect for business executives and managers who seek a jargon-free and approachable manual on how to implement artificial intelligence in everyday operations, Reimagining Businesses with AI also belongs on the bookshelves of anyone curious about the interaction between artificial intelligence and business.



AI for People and Business

Author : Alex Castrounis

Publisher : O'Reilly Media

Page : 317 pages

File Size : 35,62 MB

Release : 2019-07-05

Category : Computers

ISBN : 1492036544

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Book Description

If you’re an executive, manager, or anyone interested in leveraging AI within your organization, this is your guide. You’ll understand exactly what AI is, learn how to identify AI opportunities, and develop and execute a successful AI vision and strategy. Alex Castrounis, business consultant and former IndyCar engineer and race strategist, examines the value of AI and shows you how to develop an AI vision and strategy that benefits both people and business. AI is exciting, powerful, and game changing—but too many AI initiatives end in failure. With this book, you’ll explore the risks, considerations, trade-offs, and constraints for pursuing an AI initiative. You’ll learn how to create better human experiences and greater business success through winning AI solutions and human-centered products. Use the book’s AIPB Framework to conduct end-to-end, goal-driven innovation and value creation with AI Define a goal-aligned AI vision and strategy for stakeholders, including businesses, customers, and users Leverage AI successfully by focusing on concepts such as scientific innovation and AI readiness and maturity Understand the importance of executive leadership for pursuing AI initiatives "A must read for business executives and managers interested in learning about AI and unlocking its benefits. Alex Castrounis has simplified complex topics so that anyone can begin to leverage AI within their organization." - Dan Park, GM & Director, Uber "Alex Castrounis has been at the forefront of helping organizations understand the promise of AI and leverage its benefits, while avoiding the many pitfalls that can derail success. In this essential book, he shares his expertise with the rest of us." - Dean Wampler, Ph.D., VP, Fast Data Engineering at Lightbend



Artificial Intelligence Business

Author : Przemek Chojecki

Publisher : Przemek Chojecki

Page : 200 pages

File Size : 18,50 MB

Release : 2020-07-15

Category : Business & Economics

ISBN :

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Book Description

** The concise guide to Artificial Intelligence for business people and commercially oriented data scientists ** We’re living through a revolution. Artificial Intelligence is changing how we operate in the world and how smooth certain processes are. Just think about going on holidays. Multiple services allow you to find the most convenient flights and best hotels, you get personalized suggestions on what you might want to see, you go to the airport via one of the ride-sharing apps. At each of these steps, some AI algorithms are at work for your convenience. With this book, you'll learn everything from what is Artificial Intelligence, to how AI influences our economy and society. We'll talk through trends in Machine Learning and commercial applications of Artificial Intelligence. Table of Contents: Introduction Why Artificial Intelligence Practical AI and how it is done Powering Enterprises with AI Boosting Startups with Artificial Intelligence One person enhanced with AI Trends in Artificial Intelligence AI in retail Manufacturing Logistics Robotics and Autonomous Vehicles Robotic Process Automation Image generation Text generation and Chatbots AI-powered education AI in Healthcare Cybersecurity powered by AI Climate Change Games and Reinforcement Learning Hardware and beyond Machine Learning Trends AI, Politics and Society Future of Artificial Intelligence



Artificial Intelligence for Business

Author : Doug Rose

Publisher : FT Press

Page : 293 pages

File Size : 49,56 MB

Release : 2020-12-09

Category : Business & Economics

ISBN : 0136556663

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Book Description

The Easy Introduction to Machine Learning (Ml) for Nontechnical People--In Business and Beyond Artificial Intelligence for Business is your plain-English guide to Artificial Intelligence (AI) and Machine Learning (ML): how they work, what they can and cannot do, and how to start profiting from them. Writing for nontechnical executives and professionals, Doug Rose demystifies AI/ML technology with intuitive analogies and explanations honed through years of teaching and consulting. Rose explains everything from early “expert systems” to advanced deep learning networks. First, Rose explains how AI and ML emerged, exploring pivotal early ideas that continue to influence the field. Next, he deepens your understanding of key ML concepts, showing how machines can create strategies and learn from mistakes. Then, Rose introduces current powerful neural networks: systems inspired by the structure and function of the human brain. He concludes by introducing leading AI applications, from automated customer interactions to event prediction. Throughout, Rose stays focused on business: applying these technologies to leverage new opportunities and solve real problems. Compare the ways a machine can learn, and explore current leading ML algorithms Start with the right problems, and avoid common AI/ML project mistakes Use neural networks to automate decision-making and identify unexpected patterns Help neural networks learn more quickly and effectively Harness AI chatbots, virtual assistants, virtual agents, and conversational AI applications



Generation AI

Author : Katerina Thomas, PhD FHEA

Publisher : Katerina Thomas

Page : 143 pages

File Size : 13,80 MB

Release : 2021-05-02

Category : Business & Economics

ISBN : 1838455507

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Book Description

Are You Ready for the AI Takeover? In "Generation AI: The Rise of The Resilient Entrepreneur," Dr. Katerina Thomas delivers a wake-up call for the 21st century workforce. This eye-opening book reveals: Why your job might be at risk – even if you think it's safe How education is failing to prepare us for an AI-driven world Strategies to stay relevant in the age of intelligent machines Drawing from extensive research and industry insights, Dr. Thomas offers a roadmap for survival in a rapidly changing job market. Learn to think entrepreneurially and create your own opportunities in a world where human workers are becoming obsolete. Don't be left behind. Discover the skills you need to thrive in the AI revolution. Editorial Review: "A pragmatic and practical approach to navigating the inevitable changes to the paradigm of employment brought on by AI. Thomas approaches this near-future reality with a rational mind and a foundation of facts. The book’s emotional intelligence is what sets this book apart from other prophetic musings on future tech. The author comes across as both authoritative and sympathetic, recognising the effort required to survive the dynamic times ahead, and confidently teaching others how to steer through the storm. An eye-opening plunge into the fourth Industrial Revolution, Generation AI is essential reading, regardless of your current career." Self-Publishing Review, ★★★★½



Artificial Intelligence for Business

Author : Jason L. Anderson

Publisher : John Wiley & Sons

Page : 246 pages

File Size : 36,10 MB

Release : 2020-04-21

Category : Business & Economics

ISBN : 1119651735

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Book Description

Artificial Intelligence for Business: A Roadmap for Getting Started with AI will provide the reader with an easy to understand roadmap for how to take an organization through the adoption of AI technology. It will first help with the identification of which business problems and opportunities are right for AI and how to prioritize them to maximize the likelihood of success. Specific methodologies are introduced to help with finding critical training data within an organization and how to fill data gaps if they exist. With data in hand, a scoped prototype can be built to limit risk and provide tangible value to the organization as a whole to justify further investment. Finally, a production level AI system can be developed with best practices to ensure quality with not only the application code, but also the AI models. Finally, with this particular AI adoption journey at an end, the authors will show that there is additional value to be gained by iterating on this AI adoption lifecycle and improving other parts of the organization.



The ChatGPT Entrepreneur

Author : Bagak Bots

Publisher : Bagak Bots

Page : 130 pages

File Size : 39,62 MB

Release : 2024-04-20

Category : Computers

ISBN :

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Book Description

Harness the power of AI to transform your entrepreneurial journey - learn how to leverage ChatGPT and build a thriving, profitable business in the digital age. Who is this for? Aspiring entrepreneurs, small business owners, and anyone looking to streamline operations, enhance productivity, and unlock new revenue streams through AI technology. What does it solve? This book solves the challenges of navigating the rapidly evolving AI landscape, empowering you to stay ahead of the curve and gain a competitive edge. What results come from it? You'll learn to automate tasks, generate content, analyze data, and create intelligent solutions - skyrocketing your efficiency, cutting costs, and boosting your bottom line. Discover proven strategies, insider tips, and step-by-step blueprints to harness ChatGPT's full potential for your venture. Why Buy This Book? Streamline operations with AI task automation, so you can focus on growth Generate high-quality content at scale with ChatGPT, saving you time and money Leverage data-driven insights from AI analytics, to make smarter business decisions Develop intelligent solutions using ChatGPT's capabilities, staying ahead of competitors The ChatGPT Entrepreneur is your ultimate guide to leveraging the power of AI and building a thriving, future-proof business. Start building your AI-powered business today - buy this book and unlock a future of limitless possibilities!



Machine Learning for Business

Author : Harrison Hurst

Publisher :

Page : 52 pages

File Size : 44,77 MB

Release : 2020-04-03

Category :

ISBN :

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Book Description

Are you prepared for the inevitable AI revolution?How can you use it in your current role as a business leader? Artificial intelligence has become the center of strategic decision making for organizations. It disrupts the way industries function - from sales and marketing to finance and HR, companies are betting on AI to give them a competitive advantage. AI for Business Leaders is a thoughtfully crafted guide book designed specifically for business people that requires no programming. Through this book, you will learn about the current state of AI, how it is disrupting businesses worldwide and in various areas, how it can impact your current role and what you can do about it. This book also delves into the different building blocks of AI and why it is necessary to have a high-level overview of these topics in today's data-driven world. We will also offer you several practical case studies at the end of the course that will test your understanding and add context to everything you have studied. By the time you have completed the book, you will be ready to apply your newly acquired knowledge to your current organization. You can make informed strategic decisions for yourself and your company. Who this course is for: CXOs, Business Managers, MBA students Entrepreneurs Any one interested in understanding and applying these technologies for business use



How AI Thinks

Author : Nigel Toon

Publisher : Random House

Page : 196 pages

File Size : 32,27 MB

Release : 2024-02-08

Category : Computers

ISBN : 1529916208

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Book Description

THE #2 TIMES BESTSELLER 'Artificial intelligence is going to have a massive impact on everyone’s lives... an accessible and sensible read that helps demystify AI' Deborah Meaden, entrepreneur and star of Dragon's Den 'Nigel Toon is a visionary leader in the field of artificial intelligence... a must-read' Marc Tremblay, Distinguished Engineer, Microsoft Those who understand how AI thinks are about to win big. We are used to thinking of computers as being a step up from calculators - very good at storing information, and maybe even at playing a logical game like chess. But up to now they haven't been able to think in ways that are intuitive, or respond to questions as a human might. All that has changed, dramatically, in the past few years. Our search engines are becoming answer engines. Artificial intelligence is already revolutionising sectors from education to healthcare to the creative arts. But how does an AI understand sentiment or context? How does it play and win games that have an almost infinite number of moves? And how can we work with AI to produce insights and innovations that are beyond human capacity, from writing code in an instant to unfolding the elaborate 3D puzzles of proteins? We stand at the brink of a historic change that will disrupt society and at the same time create enormous opportunities for those who understand how AI thinks. Nigel Toon shows how we train AI to train itself, so that it can paint images that have never existed before or converse in any language. In doing so he reveals the strange and fascinating ways that humans think, too, as we learn how to live in a world shared by machine intelligences of our own creation.