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Book Generative AI For Business Leaders

Download or read book Generative AI For Business Leaders written by I. Almeida and published by Now Next Later AI. This book was released on 2023-12-03 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2024 Edition. Free access to the AI Academy! One of the books in this collection is shortlisted for the 2023 HARVEY CHUTE Book Awards recognizing emerging talent and outstanding works in the genre of Business and Enterprise Non-Fiction. Byte-sized Learning AI series by Now Next Later AI: Practical guides providing senior decision-makers with a clear, accessible roadmap for harnessing the power of generative AI, enhancing innovation, and boosting business outcomes. Save by buying the entire 3 book series in one single collection and gain free access to the AI Academy platform. There you can view free course modules, test your knowledge through quizzes, attend webinars, and engage in discussion with other readers. Book: Generative AI Transformation Blueprint This practical and concise guide provides senior decision-makers with a clear, accessible roadmap for harnessing the power of generative AI, enhancing innovation, and boosting business outcomes. Drawing on insights from AI-enabled business transformations in diverse sectors, it presents a validated strategic approach. This blueprint not only outlines best practices but also showcases pioneering use cases, integrating them into a cohesive framework for practical implementation. This scenario-based approach helps leaders understand where and how to apply the practices outlined. Spanning across areas from strategic alignment and talent development to ethical governance and sustaining a competitive edge amid relentless underlying progress, it delivers clarity for charting an optimal Generative AI roadmap. Book: Introduction to Large Language Models for Business Leaders: Responsible AI Strategy Beyond Fear and Hype Shortlisted for the 2023 HARVEY CHUTE Explore the transformative potential of technologies like GPT-4 and Claude 2. These large language models (LLMs) promise to reshape how businesses operate. Aimed at non-technical business leaders, this guide offers a pragmatic approach to leveraging LLMs for tangible benefits, while ensuring ethical considerations aren't sidelined. LLMs can refine processes in marketing, software development, HR, R&D, customer service, and even legal operations. But it's essential to approach them with a balanced view. In this guide, you'll: - Learn about the rapid advancements of LLMs. - Understand complex concepts in simple terms. - Discover practical business applications. - Get strategies for smooth integration. - Assess potential impacts on your team. - Delve into the ethics of deploying LLMs. With a clear aim to inform rather than influence, this book is your roadmap to adopting LLMs thoughtfully, maximizing benefits, and minimizing risks. Let's move beyond the noise and understand how LLMs can genuinely benefit your business. Book: Artificial Intelligence Fundamentals for Business Leaders: Up to Date With Generative AI The perfect guide to help non-technical business leaders understand the power of AI: Machine Learning, Neural Networks, and Data Management. Up to date with Generative AI. More Than a Book Collection By purchasing this series, you will also be granted free access to the AI Academy platform. There you can test your knowledge through end-of-chapter quizzes and engage in discussion with other readers. You will also receive free modules and 50% discount toward the enrollment in the self-paced course of the same name and enjoy video summary lessons, instructor-graded assignments, and live sessions. A course certificate will be awarded upon successful completion. AI Academy by Now Next Later AI We are the most trusted and effective learning platform dedicated to empowering leaders with the knowledge and skills needed to harness the power of AI safely and ethically. We are a human-centric organization. Chat with us anytime.

Book Artificial Intelligence Fundamentals for Business Leaders

Download or read book Artificial Intelligence Fundamentals for Business Leaders written by I. Almeida and published by Now Next Later AI. This book was released on 2023-06 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2024 Edition. Free access to the AI Academy! The perfect guide to help non-technical business leaders understand the power of AI. Completely up to date with the latest advancements in generative AI. Part of the Byte-sized Learning AI series by Now Next Later AI, these books break down complex concepts into easily digestible pieces, providing you with a solid foundation in the fundamentals of AI. More Than a Book By purchasing this book, you will also be granted free access to the AI Academy platform. There you can view free course modules, test your knowledge through quizzes, attend webinars, and engage in discussion with other readers. You will also receive free modules and 50% discount toward the enrollment in the self-paced course of the same name and enjoy video summary lessons, instructor-graded assignments, and live sessions. A course certificate will be awarded upon successful completion. AI Academy by Now Next Later AI We are the most trusted and effective learning platform dedicated to empowering leaders with the knowledge and skills needed to harness the power of AI safely and ethically. Book and Course Learning Rubric - Chapters 1-7: Understanding of AI [11%] —Demonstrated comprehension of AI's evolution, definition, applications, and comparison with human intelligence. - Chapters 8-13: Understanding of Data and Data Management [11%] — Clear understanding of the significance of big data, and strategies for data management. - Chapters 14-29: Understanding of Machine Learning [30%] — Familiarity with machine learning algorithms, different learning types, and the key steps involved in a machine learning project. - Chapters 30-35: Understanding of Deep Learning [9%] — Understanding of deep learning, its basics, and the structure and types of neural networks. - Chapters 36-40: Understanding of Model Selection and Evaluation [9%] — Ability to select and evaluate machine learning models and utilize them for decision-making. - Chapters 41-50: Understanding of Generative AI [15%] — Detailed understanding of generative AI, its value chain, models, prompt strategies, applications, opportunities, and governance challenges. Assignment: Practical Application [15%] — Ability to apply generative AI understanding to real-world business challenges, demonstrating critical thinking and strategic planning skills.

Book Generative AI for Business

Download or read book Generative AI for Business written by Matt White and published by Wiley. This book was released on 2023-09-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Generative AI: The New Era of Artificial Intelligence – A Practical Guide for Business Leaders is a book on how business and industry leaders can understand generative artificial intelligence, the opportunities, the risks and how to best leverage generative AI to enhance their products, services, operations and business strategy. Generative AI has far-reaching impacts and is more than just a novelty or space for startups, it can be a very powerful tool to enable enterprises, industries, creators and any business or organization to enhance and streamline their processes, increase productivity, create novel products and ultimately increase their bottom line. This book will cover applications and methods, industries and opportunities, strategy and planning, design and development, and deployment and operations all in a way to be applicable to a wide array of industries and organizational sizes.

Book Generative AI Business Applications

Download or read book Generative AI Business Applications written by David E. Sweenor and published by TinyTechMedia LLC. This book was released on 2024-01-31 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within the past year, generative AI has broken barriers and transformed how we think about what computers are truly capable of. But, with the marketing hype and generative AI washing of content, it’s increasingly difficult for business leaders and practitioners to go beyond the art of the possible and answer that critical question–how is generative AI actually being used in organizations? With over 70 real-world case studies and applications across 12 different industries and 11 departments, Generative AI Business Applications: An Executive Guide with Real-Life Examples and Case Studies fills a critical knowledge gap for business leaders and practitioners by providing examples of generative AI in action. Diving into the case studies, this TinyTechGuide discusses AI risks, implementation considerations, generative AI operations, AI ethics, and trustworthy AI. The world is transforming before our very eyes. Don’t get left behind—while understanding the powers and perils of generative AI. Full of use cases and real-world applications, this book is designed for business leaders, tech professionals, and IT teams. We provide practical, jargon-free explanations of generative AI's transformative power. Gain a competitive edge in today's marketplace with Generative AI Business Applications: An Executive Guide with Real-Life Examples and Case Studies. Remember, it's not the tech that's tiny, just the book!™

Book Understanding Generative AI for Business Leaders

Download or read book Understanding Generative AI for Business Leaders written by Synergy AI Editions and published by . This book was released on 2024-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Artificial Intelligence Fundamentals for Business Leaders

Download or read book Artificial Intelligence Fundamentals for Business Leaders written by I. Almeida and published by Byte-sized Learning. This book was released on 2023-12-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The perfect guide to help non-technical business leaders understand the power of AI. Completely up to date with the latest advancements in generative AI. This series delivers a solid foundation in the fundamentals of AI.

Book Applied Artificial Intelligence

Download or read book Applied Artificial Intelligence written by Mariya Yao and published by . This book was released on 2018-04-30 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This bestselling book gives business leaders and executives a foundational education on how to leverage artificial intelligence and machine learning solutions to deliver ROI for your business.

Book Generative AI for Leaders

Download or read book Generative AI for Leaders written by Amir Husain and published by . This book was released on 2023-05-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world shaped by Generative AI, the possibilities are boundless. Enter the realm of artificial intelligence with Amir Husain, a best-selling author and visionary founder of a $1.4 billion industrial AI company. Discover how organizational leaders can harness the latest advancements in AI to revolutionize and scale their businesses.Generative AI goes beyond mere rule-following, empowering computer programs to ideate and create. It's a game-changer that automates, amplifies, and accelerates countless facets of human labor. From the dawn of ChatGPT to a plethora of similar services, the potential is limitless. With AI at your side, tasks that once demanded enormous resources can now be effortlessly handled.Yet, to seize the opportunity and position your organization at the forefront of your industry, you must grasp this monumental paradigm shift. What can Generative AI truly do for you? How do you safeguard your data? Should you deploy systems locally or leverage the power of the public cloud? Unravel the ethical, transparency, and safety implications that accompany this transformative technology. And let's not forget the crucial question of regulation."Generative AI for Leaders" is your compass through this ever-evolving landscape. Husain demystifies the fundamental principles of Generative AI, offering lucid clarity. Drawing from his unparalleled experience in deploying cutting-edge AI across critical global industries, he guides CEOs and leaders on the path to creating a customized AI strategy that propels their organization to unparalleled success. Get ready to unlock the true potential of Generative AI and lead the charge into the future.

Book Introduction to Large Language Models for Business Leaders

Download or read book Introduction to Large Language Models for Business Leaders written by I. Almeida and published by Now Next Later AI. This book was released on 2023-09-02 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Responsible AI Strategy Beyond Fear and Hype - 2024 Edition Shortlisted for the 2023 HARVEY CHUTE Book Awards recognizing emerging talent and outstanding works in the genre of Business and Enterprise Non-Fiction. Explore the transformative potential of technologies like GPT-4 and Claude 2. These large language models (LLMs) promise to reshape how businesses operate. Aimed at non-technical business leaders, this guide offers a pragmatic approach to leveraging LLMs for tangible benefits, while ensuring ethical considerations aren't sidelined. LLMs can refine processes in marketing, software development, HR, R&D, customer service, and even legal operations. But it's essential to approach them with a balanced view. In this guide, you'll: - Learn about the rapid advancements of LLMs. - Understand complex concepts in simple terms. - Discover practical business applications. - Get strategies for smooth integration. - Assess potential impacts on your team. - Delve into the ethics of deploying LLMs. With a clear aim to inform rather than influence, this book is your roadmap to adopting LLMs thoughtfully, maximizing benefits, and minimizing risks. Let's move beyond the noise and understand how LLMs can genuinely benefit your business. More Than a Book By purchasing this book, you will also be granted free access to the AI Academy platform. There you can view free course modules, test your knowledge through quizzes, attend webinars, and engage in discussion with other readers. You can also view, for free, the first module of the self-paced course "AI Fundamentals for Business Leaders," and enjoy video lessons and webinars. No credit card required. AI Academy by Now Next Later AI We are the most trusted and effective learning platform dedicated to empowering leaders with the knowledge and skills needed to harness the power of AI safely and ethically.

Book Generative AI For Business Leaders

Download or read book Generative AI For Business Leaders written by I. Almeida and published by Byte-sized Learning. This book was released on 2023-12-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Byte-sized Learning AI series by Now Next Later AI: Practical guides providing senior decision-makers with a clear, accessible roadmap for harnessing the power of generative AI, enhancing innovation, and boosting business outcomes. Save by buying the entire 3 book series in one single collection: Generative AI Transformation Blueprint Drawing on insights from leading consultancies and input from both established and rising leaders in the AI field, it presents a validated strategic approach. This blueprint not only outlines best practices but also showcases pioneering use cases, integrating them into a cohesive framework for practical implementation. Spanning across areas from strategic alignment and talent development to ethical governance and sustaining competitive edge amid relentless underlying progress, it delivers clarity for charting an optimal generative AI roadmap. Introduction to Large Language Models for Business Leaders: Responsible AI Strategy Beyond Fear and Hype Shortlisted for the 2023 HARVEY CHUTE Book Awards recognizing emerging talent and outstanding works in the genre of Business and Enterprise Non-Fiction. Explore the transformative potential of technologies like GPT-4 and Claude 2. These large language models (LLMs) promise to reshape how businesses operate. Aimed at non-technical business leaders, this guide offers a pragmatic approach to leveraging LLMs for tangible benefits, while ensuring ethical considerations aren't sidelined. LLMs can refine processes in marketing, software development, HR, R&D, customer service, and even legal operations. But it's essential to approach them with a balanced view. In this guide, you'll: Learn about the rapid advancements of LLMs. Understand complex concepts in simple terms. Discover practical business applications. Get strategies for smooth integration. Assess potential impacts on your team. Delve into the ethics of deploying LLMs. With a clear aim to inform rather than influence, this book is your roadmap to adopting LLMs thoughtfully, maximizing benefits, and minimizing risks. Let's move beyond the noise and understand how LLMs can genuinely benefit your business. Artificial Intelligence Fundamentals for Business Leaders: Up to Date With Generative AI The perfect guide to help non-technical business leaders understand the power of AI. More Than a Collection By purchasing this series, you will also be granted access to the AI Academy platform. There you can test your knowledge through end-of-chapter quizzes and engage in discussion with other readers. You will also receive 50% discount toward the enrollment in the self-paced course of the same name and enjoy video summary lessons, instructor-graded assignments, and live sessions. A course certificate will be awarded upon successful completion. AI Academy by Now Next Later AI We are the most trusted and effective learning platform dedicated to empowering leaders with the knowledge and skills needed to harness the power of AI safely and ethically.

Book Generative AI For Business Leaders

Download or read book Generative AI For Business Leaders written by I. Almeida and published by Byte-sized Learning. This book was released on 2023-12-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Byte-sized Learning AI series by Now Next Later AI: Practical guides providing senior decision-makers with a clear, accessible roadmap for harnessing the power of generative AI, enhancing innovation, and boosting business outcomes. Save by buying the entire 3 book series in one single collection: Generative AI Transformation Blueprint Drawing on insights from leading consultancies and input from both established and rising leaders in the AI field, it presents a validated strategic approach. This blueprint not only outlines best practices but also showcases pioneering use cases, integrating them into a cohesive framework for practical implementation. Spanning across areas from strategic alignment and talent development to ethical governance and sustaining competitive edge amid relentless underlying progress, it delivers clarity for charting an optimal generative AI roadmap. Introduction to Large Language Models for Business Leaders: Responsible AI Strategy Beyond Fear and Hype Shortlisted for the 2023 HARVEY CHUTE Book Awards recognizing emerging talent and outstanding works in the genre of Business and Enterprise Non-Fiction. Explore the transformative potential of technologies like GPT-4 and Claude 2. These large language models (LLMs) promise to reshape how businesses operate. Aimed at non-technical business leaders, this guide offers a pragmatic approach to leveraging LLMs for tangible benefits, while ensuring ethical considerations aren't sidelined. LLMs can refine processes in marketing, software development, HR, R&D, customer service, and even legal operations. But it's essential to approach them with a balanced view. In this guide, you'll: Learn about the rapid advancements of LLMs. Understand complex concepts in simple terms. Discover practical business applications. Get strategies for smooth integration. Assess potential impacts on your team. Delve into the ethics of deploying LLMs. With a clear aim to inform rather than influence, this book is your roadmap to adopting LLMs thoughtfully, maximizing benefits, and minimizing risks. Let's move beyond the noise and understand how LLMs can genuinely benefit your business. Artificial Intelligence Fundamentals for Business Leaders: Up to Date With Generative AI The perfect guide to help non-technical business leaders understand the power of AI. More Than a Collection By purchasing this series, you will also be granted access to the AI Academy platform. There you can test your knowledge through end-of-chapter quizzes and engage in discussion with other readers. You will also receive 50% discount toward the enrollment in the self-paced course of the same name and enjoy video summary lessons, instructor-graded assignments, and live sessions. A course certificate will be awarded upon successful completion. AI Academy by Now Next Later AI We are the most trusted and effective learning platform dedicated to empowering leaders with the knowledge and skills needed to harness the power of AI safely and ethically.

Book Generative AI for Business Leaders

Download or read book Generative AI for Business Leaders written by Anand Vemula and published by Independently Published. This book was released on 2024-06-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an era where technological advancements shape business landscapes, "Generative AI for Business Leaders" serves as an essential guide for executives aiming to harness the transformative power of AI. This comprehensive book demystifies generative AI, providing leaders with the knowledge and tools needed to implement AI strategies effectively, drive innovation, and achieve sustainable growth. Part I: Introduction to Generative AI The book begins by offering a foundational understanding of generative AI, exploring its history, evolution, and core technologies like machine learning, deep learning, and neural networks. Readers are introduced to various applications of generative AI across industries, emphasizing its potential to revolutionize business operations and customer experiences. Part II: Strategic Implementation of Generative AI Focusing on strategy development, this section guides leaders through aligning AI initiatives with business goals. It highlights the importance of creating a robust AI roadmap, identifying high-impact areas, and building a compelling business case. Real-world examples and case studies illustrate successful AI strategies, helping leaders envision practical applications within their organizations. Chapter 5 delves into the critical aspect of building and leading AI teams. It discusses hiring the right talent, structuring teams for collaboration, and fostering a culture of innovation. Leaders learn how to integrate internal capabilities with external partnerships to maximize AI potential. Chapter 6 emphasizes data management and ethics, underlining the importance of high-quality data, ethical considerations, and compliance with regulations. Practical scenarios and use cases demonstrate how businesses can navigate these challenges effectively. Part III: Practical Applications and Case Studies This section showcases AI's practical applications in marketing, customer experience, operations, supply chain management, and product development. Through detailed examples and case studies, readers gain insights into how leading companies leverage AI for personalized marketing, customer support, demand forecasting, process automation, and innovation in product design and testing. Part IV: Challenges and Future Trends The book concludes by addressing common implementation challenges, such as change management and scaling AI solutions. It explores emerging trends and technologies, preparing leaders for the future of AI. The evolving role of leaders in an AI-driven world is discussed, emphasizing the need for continuous learning and strategic foresight. "Generative AI for Business Leaders" is a crucial resource for executives seeking to unlock AI's potential, drive innovation, and position their organizations for future success.

Book The Executive Guide to Artificial Intelligence

Download or read book The Executive Guide to Artificial Intelligence written by Andrew Burgess and published by Springer. This book was released on 2017-11-15 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book takes a pragmatic and hype–free approach to explaining artificial intelligence and how it can be utilised by businesses today. At the core of the book is a framework, developed by the author, which describes in non–technical language the eight core capabilities of Artificial Intelligence (AI). Each of these capabilities, ranging from image recognition, through natural language processing, to prediction, is explained using real–life examples and how they can be applied in a business environment. It will include interviews with executives who have successfully implemented AI as well as CEOs from AI vendors and consultancies. AI is one of the most talked about technologies in business today. It has the ability to deliver step–change benefits to organisations and enables forward–thinking CEOs to rethink their business models or create completely new businesses. But most of the real value of AI is hidden behind marketing hyperbole, confusing terminology, inflated expectations and dire warnings of ‘robot overlords’. Any business executive that wants to know how to exploit AI in their business today is left confused and frustrated. As an advisor in Artificial Intelligence, Andrew Burgess regularly comes face–to–face with business executives who are struggling to cut through the hype that surrounds AI. The knowledge and experience he has gained in advising them, as well as working as a strategic advisor to AI vendors and consultancies, has provided him with the skills to help business executives understand what AI is and how they can exploit its many benefits. Through the distilled knowledge included in this book business leaders will be able to take full advantage of this most disruptive of technologies and create substantial competitive advantage for their companies.

Book Minds Unveiled

Download or read book Minds Unveiled written by Hemachandran K and published by Productivity Press. This book was released on 2024-10-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates how generative artificial intelligence (AI), a form of sophisticated AI technology, is transforming our knowledge of how the human mind functions in relation to business leadership and decision-making. It describes the most recent findings and applications of generative AI in psychology. The book explains the relationships between language, thinking, and behavior as well as how AI may aid in our understanding of learning, decision-making, and problem-solving. In addition, it discusses the significance of applying AI properly and ethically. This book provides a comprehensive overview of how AI is increasing our understanding of the mind and how it impacts each of us professionally.

Book Machine Learning for Business

Download or read book Machine Learning for Business written by Harrison Hurst and published by . This book was released on 2020-04-03 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Book Bots in Suits  Using Generative AI to Revolutionize Your Business

Download or read book Bots in Suits Using Generative AI to Revolutionize Your Business written by Nick Gausling and published by Romy Group LLC. This book was released on 2023-02-01 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: YOUR WORLD IS ABOUT TO CHANGE! The dawn of mainstream generative artificial intelligence (AI) is here, and pretty soon it will radically transform the way the world does business. While there's a lot of unknowns, one thing is for sure: business leaders who understand how to use this technology will have a massive advantage, while those who don't risk getting swept away with the times. Which one do you want to be? In this book, business consultant Nick Gausling shows you how to use generative AI for your business through highly realistic example dialogue with an AI chatbot. This isn't just dry theory; the dialogue in this book was largely co-created with a real AI. You'll walk away with a strong sense of what this technology is capable of in a business setting, and hopefully a few great ideas of your own on how to apply it in your business. This book is intended for any business leader, entrepreneur, small business owner, consultant, professional, contractor, or employee who is looking to gain some practical knowledge about what is going on with this groundbreaking new technology and how they might use it in their own business activities. Whether you're a senior Fortune 500 executive near the pinnacle of your career, a member of Gen Z who just recently entered the work force and wants to make a splash, or anything in between, this book is for you.

Book Practical AI for Business Leaders  Product Managers  and Entrepreneurs

Download or read book Practical AI for Business Leaders Product Managers and Entrepreneurs written by Alfred Essa and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-03-21 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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