Artificial Intelligence For Managers
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Artificial Intelligence for Managers
This book is for business leaders, product managers, HR managers, non-engineers, principals, academicians and students This book is for you if: You are a manager at any level or working in any field such as human resource, product management, customer service, business management, sales, finance, CXO, school principal, head of departments, from art and entertainment or any individual with an enthusiasm for technology who wishes to understand how AI works, its various components, AI life cycle, and its real-life implementation. You wish to know how AI can benefit your current job and organization. You want to upgrade your knowledge on AI without having to learn all the technical details.
Artificial Intelligence for Managers
Author: Malay A. Upadhyay
language: en
Publisher: BPB Publications
Release Date: 2020-09-18
Understand how to adopt and implement AI in your organizationKey Featuresa- 7 Principles of an AI Journeya- The TUSCANE Approach to Become Data Readya- The FAB-4 Model to Choose the Right AI Solutiona- Major AI Techniques & their Applications:- CART & Ensemble Learning- Clustering, Association Rules & Search- Reinforcement Learning- Natural Language Processing- Image RecognitionDescriptionMost AI initiatives in organizations fail today not because of a lack of good AI solutions, but because of a lack of understanding of AI among its end users, decision makers and investors. Today, organizations need managers who can leverage AI to solve business problems and provide a competitive advantage. This book is designed to enable you to fill that need, and create an edge for your career.The chapters offer unique managerial frameworks to guide an organization's AI journey. The first section looks at what AI is; and how you can prepare for it, decide when to use it, and avoid pitfalls on the way. The second section dives into the different AI techniques and shows you where to apply them in business. The final section then prepares you from a strategic AI leadership perspective to lead the future of organizations.By the end of the book, you will be ready to offer any organization the capability to use AI successfully and responsibly - a need that is fast becoming a necessity.What will you learna- Understand the major AI techniques & how they are used in business.a- Determine which AI technique(s) can solve your business problem.a- Decide whether to build or buy an AI solution.a- Estimate the financial value of an AI solution or company.a- Frame a robust policy to guide the responsible use of AI.Who this book is forThis book is for Executives, Managers and Students on both Business and Technical teams who would like to use Artificial Intelligence effectively to solve business problems or get an edge in their careers.Table of Contents1.Preface2.Acknowledgement3.About the Author4.Section 1: Beginning an AI Journeya. AI Fundamentalsb. 7 Principles of an AI Journeyc. Getting Ready to Use AI5.Section 2: Choosing the Right AI Techniquesa. Inside the AI Laboratoryb. How AI Predicts Values & Categoriesc. How AI Understands and Predicts Behaviors & Scenariosd. How AI Communicates & Learns from Mistakese. How AI Starts to Think Like Humans6.Section 3: Using AI Successfully & Responsiblya. AI Adoption & Valuationb. AI Strategy, Policy & Risk Management7.EpilogueAbout the AuthorsMalay A. Upadhyay is a Customer Journey executive, certified in Machine Learning. Over the course of his role heading the function at a N. American AI SaaS firm in Toronto, Malay trained 150+ N. American managers on the basics of AI and its successful adoption, held executive thought leadership sessions for CEOs and CHROs on AI strategy & IT modernization roadmaps, and worked as the primary liaison to realize AI value on unique customer datasets. It was here that he learnt the growing need for greater knowledge and awareness of how to use AI both responsibly and successfully.Malay was also one of 25 individuals chosen globally to envision the industrial future for the Marzotto Group, Italy, on its 175th anniversary. He holds an MBA, M.Sc. and B.E., with experiences across India, UAE, Italy and Canada.A Duke of Edinburgh awardee, Malay has been driving the subject of responsible AI management as an advisor, author, online instructor and member of the European AI Alliance that informed the HLEG on the European Commission's AI policy.
ARTIFICIAL INTELLIGENCE FOR MANAGERS
🤖 Artificial Intelligence for Managers: A Practical Guide 🤖 💡 Demystify AI: Understand the core concepts of AI and Machine Learning without the technical jargon, empowering you to make informed decisions. 📊 Strategic Implementation: Learn how to identify opportunities for AI within your organization and develop a winning AI strategy. 💰 ROI & Cost Savings: Discover practical ways to leverage AI to improve efficiency, reduce costs, and boost your bottom line. 🤝 Team Collaboration: Foster effective collaboration between your management team and AI specialists. 🛡️ Ethical Considerations: Navigate the ethical implications of AI implementation, ensuring responsible and transparent AI practices. 🚀 Future-Proof Your Business: Stay ahead of the curve by understanding emerging AI trends and their potential impact on your industry. 📚 Real-World Case Studies: Explore successful AI implementations across various industries for practical inspiration and guidance.