Practical AI for Business Leaders, Product Managers, and Entrepreneurs

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1501505734
Total Pages : 240 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis Practical AI for Business Leaders, Product Managers, and Entrepreneurs by : Alfred Essa

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

Practical AI for Business Leaders, Product Managers, and Entrepreneurs

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 150150584X
Total Pages : 277 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis Practical AI for Business Leaders, Product Managers, and Entrepreneurs by : Alfred Essa

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 277 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

Machine Learning for Business

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Author :
Publisher :
ISBN 13 :
Total Pages : 52 pages
Book Rating : 4.6/5 (335 download)

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Book Synopsis Machine Learning for Business by : Harrison Hurst

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

Generative AI For Business Leaders

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Author :
Publisher : Now Next Later AI
ISBN 13 : 0645977993
Total Pages : 529 pages
Book Rating : 4.6/5 (459 download)

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Book Synopsis Generative AI For Business Leaders by : I. Almeida

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.

Value-Based Engineering

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Author :
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110793385
Total Pages : 198 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Value-Based Engineering by : Sarah Spiekermann

Download or read book Value-Based Engineering written by Sarah Spiekermann and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-03-20 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Artificial Intelligence Fundamentals for Business Leaders

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Author :
Publisher : Now Next Later AI
ISBN 13 : 0645510564
Total Pages : 267 pages
Book Rating : 4.6/5 (455 download)

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Book Synopsis Artificial Intelligence Fundamentals for Business Leaders by : I. Almeida

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.

Artificial Intelligence

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Publisher :
ISBN 13 : 9781700351647
Total Pages : 131 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Artificial Intelligence by : Tyler Dawson

Download or read book Artificial Intelligence written by Tyler Dawson and published by . This book was released on 2019-10-16 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can AI be used in any Business Model? What does AI mean for my business? How do I distinguish true value from AI hype? Have you been asking these questions to yourself recently? Read this book to find out everything you need to know about AI and how it will impact future businesses! You may be wondering what exactly Artificial Intelligence is? This book is going to explain what it is and why it is important. This book will be a helpful guide used to instruct you on how you can use the information about Artificial Intelligence in your business and to increase your profitibility and benefits. This book will contain vital information, which can help you apply knowledge about AI to your business practices. Whom will this book serve the best? Entrepreneurs Founders Start-up team members Managers Business Professionals Marketers Product managers Consultants And everyone else who is interested in using AI in businesses How companies set strategies and how small business set themselves up for the upcoing future will determine if these business will withstand this modern shift or not. You need to find out what does it actually mean for your role as a business leader. This book is your go-to practical guide when it comes to integrating AI in your business. If you want to leverage machine intelligence to enhance the productivity of your business then you need to first understand what AI is and how it will help your business . If you want to make your business more innovative by combining data, technology, design, and people, then you have stumbled upon the right place. Here's what you'll discover in this book!! Modern Applications of AI Machine Intelligence Continuum Safe and Ethical AI Business Intelligence and Analytics How will incorporating AI into your bisiness increase revenue and decrease costs How your business can seamlessly shift to AI and much more!!! AI permeates everything that we do in our lives. You may wonder how AI is affectng your life right now. Automation and regulation are always happenening while we're on the internet and using our GPS. These tech gadgets have been pre-programmed by human beings for the purpose of improving our everyday lives. And they help us do a variety of different things. You may be wondering what are these items? How does AI apply to my life? Get your answers RIGHT HERE!! Let Artificial Intelligence make a difference for you, Scroll up and click "Add to Cart" Button Now

POWERHOUSE: Proven AI Playbook to 10x Your Business and Leadership Impact

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Author :
Publisher : Clever Fox Publishing
ISBN 13 :
Total Pages : 284 pages
Book Rating : 4./5 ( download)

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Book Synopsis POWERHOUSE: Proven AI Playbook to 10x Your Business and Leadership Impact by : Anurag Jain

Download or read book POWERHOUSE: Proven AI Playbook to 10x Your Business and Leadership Impact written by Anurag Jain and published by Clever Fox Publishing. This book was released on with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Attention Aspiring Business Owners, Entrepreneurs, and Leaders: AI may not replace you, but someone using AI will. Don't get left behind! Are you ready to step into an AI-powered future? i) Ready to harness the power of Artificial Intelligence to 10x your growth? ii) Wondering how AI tools like CHATGPT can increase your productivity? iii) Seeking a proven playbook to integrate AI across Business functions like Market Research, Marketing, Sales, HR, Customer Support & more? iv) Looking for Actionable, AI-driven business templates tailored for your business as a Founder, Leader, or Aspiring Entrepreneur? v) Curious to learn about the practical application of AI to build a business from scratch and create wealth with limited resources? If you've nodded in agreement to any of the above, you're about to unlock the AI powerhouse within you. 10 Plug and Play AI Strategies for Entrepreneurs and Leaders: Crafted by a seasoned business expert, this playbook is your golden ticket to the AI-driven future. Strategically implement AI to skyrocket your growth. i) Unravel 10 proven strategies to Integrate AI into your Business. ii) Guaranteed to 10x your business and leadership impact. iii) Understand Best AI Tools, Prompt Engineering, Automation and more with AI. iv) Step-by-step playbook to Apply AI with 10 Live Examples of Launching different businesses like E-Commerce, D2C, Digital Marketing Agency, and more. v) AI handbook for Business Owners, Leaders, Entrepreneurs, and Students. BONUS: 10 ready-to-use AI-driven business launch templates! Who Needs this Book: Aspiring Entrepreneurs, Leaders, Career Professionals or Anyone aspiring to build their business or career with no prior experience. About the Author: Anurag Jain, a seasoned business leader, has spent over two decades building and consulting brands across diverse sectors like consumer, healthcare, e-commerce, fashion, travel, and tech. Click the BUY NOW button and gain proven guide on using AI to build or scale your business by 10x.

Artificial Intelligence for Business Creativity

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Author :
Publisher : Taylor & Francis
ISBN 13 : 1000953939
Total Pages : 142 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Artificial Intelligence for Business Creativity by : Margherita Pagani

Download or read book Artificial Intelligence for Business Creativity written by Margherita Pagani and published by Taylor & Francis. This book was released on 2023-07-05 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Data Analytics and Adaptive Learning

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Publisher : Taylor & Francis
ISBN 13 : 100092923X
Total Pages : 364 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Data Analytics and Adaptive Learning by : Patsy D. Moskal

Download or read book Data Analytics and Adaptive Learning written by Patsy D. Moskal and published by Taylor & Francis. This book was released on 2023-08-25 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Your AI Survival Guide

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1394272642
Total Pages : 197 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Your AI Survival Guide by : Sol Rashidi

Download or read book Your AI Survival Guide written by Sol Rashidi and published by John Wiley & Sons. This book was released on 2024-03-21 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical and proven AI deployment strategies for non-technical business leaders In Your AI Survival Guide: Scraped Knees, Bruised Elbows, and Lessons Learned from Real-World AI Deployments, business executive and technologist Sol Rashidi delivers an insightful and practical discussion of how to deploy artificial intelligence in your company. Having helped IBM launch Watson in 2011, Sol has first-hand knowledge of the ups, downs, and change management intricacies that can help you with a successful deployment beyond all the AI hype. She walks you through various frameworks for how to establish your AI strategy, pick your use cases, prepare your non-technology teams, and overcome the most common obstacles standing in the way of successfully implementing AI in your business, based on her many years of deploying AI projects in businesses, which few can claim. Sol demystifies the topic of artificial intelligence in a way that business leaders and business owners—and those who want to be more business minded—can easily understand. The book also offers: Real-world use cases from ten different industries, including retail, healthcare, energy, insurance, agriculture, and more; ten different functions, including supply chain, manufacturing, procurement, legal, and more; and personal stories, anecdotes, and insights gained from implementations Techniques for facilitating executive-level buy-in for your most ambitious and promising AI strategies Jargon-free and accessible language that simplifies a seemingly complicated topic And practical advice that’s not based on AI hype Perfect for executives, managers, directors, founders, entrepreneurs, practitioners and other non-technical business leaders, Your AI Survival Guide is the ideal guide to help you deploy artificial intelligence in your business and increase your chances of success whether your business goal is top-line growth, increased productivity, or efficiency gains without having to add headcount as the go-to answer.

The AI Product Manager's Handbook

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1804617334
Total Pages : 250 pages
Book Rating : 4.8/5 (46 download)

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Book Synopsis The AI Product Manager's Handbook by : Irene Bratsis

Download or read book The AI Product Manager's Handbook written by Irene Bratsis and published by Packt Publishing Ltd. This book was released on 2023-02-28 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Management

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Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (71 download)

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Book Synopsis AI Product Management by : Kumar Vishwesh

Download or read book AI Product Management written by Kumar Vishwesh and published by Independently Published. This book was released on 2022-12-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is revolutionizing the way we do business, and AI product management is at the forefront of this transformation. In this practical guide, you'll learn the skills and strategies needed to successfully develop, launch, and scale AI products. We'll start by introducing you to the role of an AI product manager and the importance of AI in today's business landscape. From there, you'll learn how to understand the AI ecosystem and identify the right use cases for your AI product. You'll also discover how to build and manage an interdisciplinary team, design and develop an AI product, and launch and market it effectively. Throughout the book, you'll find real-world examples and best practices for growing and scaling your AI product. Whether you're a product manager, engineer, data scientist, or entrepreneur, this book will provide you with the knowledge and tools you need to succeed in the exciting field of AI product management. Key topics covered include: Understanding the AI landscape and key players Developing an AI product roadmap Building and managing an AI product team Designing and developing an AI product Launching and marketing an AI product Growing and scaling an AI product"

Responsible AI in the Enterprise

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1803249668
Total Pages : 318 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Responsible AI in the Enterprise by : Adnan Masood

Download or read book Responsible AI in the Enterprise written by Adnan Masood and published by Packt Publishing Ltd. This book was released on 2023-07-31 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build and deploy your AI models successfully by exploring model governance, fairness, bias, and potential pitfalls Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn ethical AI principles, frameworks, and governance Understand the concepts of fairness assessment and bias mitigation Introduce explainable AI and transparency in your machine learning models Book DescriptionResponsible AI in the Enterprise is a comprehensive guide to implementing ethical, transparent, and compliant AI systems in an organization. With a focus on understanding key concepts of machine learning models, this book equips you with techniques and algorithms to tackle complex issues such as bias, fairness, and model governance. Throughout the book, you’ll gain an understanding of FairLearn and InterpretML, along with Google What-If Tool, ML Fairness Gym, IBM AI 360 Fairness tool, and Aequitas. You’ll uncover various aspects of responsible AI, including model interpretability, monitoring and management of model drift, and compliance recommendations. You’ll gain practical insights into using AI governance tools to ensure fairness, bias mitigation, explainability, privacy compliance, and privacy in an enterprise setting. Additionally, you’ll explore interpretability toolkits and fairness measures offered by major cloud AI providers like IBM, Amazon, Google, and Microsoft, while discovering how to use FairLearn for fairness assessment and bias mitigation. You’ll also learn to build explainable models using global and local feature summary, local surrogate model, Shapley values, anchors, and counterfactual explanations. By the end of this book, you’ll be well-equipped with tools and techniques to create transparent and accountable machine learning models.What you will learn Understand explainable AI fundamentals, underlying methods, and techniques Explore model governance, including building explainable, auditable, and interpretable machine learning models Use partial dependence plot, global feature summary, individual condition expectation, and feature interaction Build explainable models with global and local feature summary, and influence functions in practice Design and build explainable machine learning pipelines with transparency Discover Microsoft FairLearn and marketplace for different open-source explainable AI tools and cloud platforms Who this book is for This book is for data scientists, machine learning engineers, AI practitioners, IT professionals, business stakeholders, and AI ethicists who are responsible for implementing AI models in their organizations.

Artificial Intelligence in Business Management

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Author :
Publisher : Springer Nature
ISBN 13 : 9819945585
Total Pages : 385 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Artificial Intelligence in Business Management by : Teik Toe Teoh

Download or read book Artificial Intelligence in Business Management written by Teik Toe Teoh and published by Springer Nature. This book was released on 2023-11-26 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is rapidly gaining significance in the business world. With more and more organizations adopt AI technologies, there is a growing demand for business leaders, managers, and practitioners who can harness AI’s potential to improve operations, increase efficiency, and drive innovation. This book aims to help management professionals exploit the predictive powers of AI and demonstrate to AI practitioners how to apply their expertise in fundamental business operations. It showcases how AI technology innovations can enhance various aspects of business management, such as business strategy, finance, and marketing. Readers interested in AI for business management will find several topics of particular interest, including how AI can improve decision-making in business strategy, streamline operational processes, and enhance customer satisfaction. As AI becomes an increasingly important tool in the business world, this book offers valuable insights into how it can be applied to various industries and business settings. Through this book, readers will gain a better understanding of how AI can be applied to improve business management practices and practical guidance on how to implement AI projects in a business context. This book also provides practical guides on how to implement AI projects in a business context using Python programming. By reading this book, readers will be better equipped to make informed decisions about how to leverage AI for business success.

The Business of AI: Monetizing, Marketing and Selling AI Products

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Author :
Publisher : Waheed Khan
ISBN 13 :
Total Pages : 81 pages
Book Rating : 4.8/5 (716 download)

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Book Synopsis The Business of AI: Monetizing, Marketing and Selling AI Products by : Waheed Khan

Download or read book The Business of AI: Monetizing, Marketing and Selling AI Products written by Waheed Khan and published by Waheed Khan. This book was released on with total page 81 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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!

Understanding Generative AI for Business Leaders

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Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.2/5 (245 download)

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Book Synopsis Understanding Generative AI for Business Leaders by : Synergy AI Editions

Download or read book Understanding Generative AI for Business Leaders written by Synergy AI Editions and published by . This book was released on 2024-06-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: