The Theory And Practice Of Enterprise Ai
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The Theory And Practice Of Enterprise Ai
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Author : Ilya Katsov
language : en
Publisher: Ilya Katsov
Release Date : 2022-07-30
The Theory And Practice Of Enterprise Ai written by Ilya Katsov and has been published by Ilya Katsov this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-30 with categories.
This book provides a comprehensive guide to how marketing, supply chain, and production operations can be improved using deep learning and reinforcement learning methods, as well as their combination with traditional analytics and optimization approaches. The book is written for enterprise data scientists and analytics managers, and will also be useful for graduate students in operations research and applied statistics. The Theory and Practice of Enterprise AI is divided into five parts. Part I introduces basic concepts of enterprise decision automation and presents relevant deep and reinforcement learning methods. Part II presents recipes for customer analytics and personalization. Part III describes search and recommendation solutions that extensively leverage content data such as texts and images. Part IV discusses methods for price optimization and inventory management. Finally, Part V presents blueprints for anomaly detection and visual inspection that help to improve production and transportation operations. Python code examples are provided in the complementary online repository to support the reader's understanding of the implementation details.
The Theory And Practice Of Enterprise Ai
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Author : Ilya Katsov
language : en
Publisher:
Release Date : 2023-10-13
The Theory And Practice Of Enterprise Ai written by Ilya Katsov and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-13 with categories.
Advancements in deep learning, reinforcement learning, and generative AI have dramatically extended the toolkit of machine learning methods available to enterprise practitioners. This book provides a comprehensive guide to how marketing, supply chain, and production operations can be improved using these new methods, as well as their use in conjunction with traditional analytics and optimization approaches. The book is written for enterprise data scientists and analytics managers, and will also be useful for graduate students in operations research and applied statistics. The Theory and Practice of Enterprise AI is divided into five parts. Part I introduces the basic concepts of enterprise decision automation, deep learning, generative AI, large language models, and reinforcement learning methods. Part II presents recipes for customer analytics and personalization. Part III describes search, recommendations, knowledge management, and media generation solutions that are focused on content data such as texts and images. Part IV discusses methods for demand forecasting, price optimization, and inventory management. Finally, Part V presents blueprints for anomaly detection and visual inspection that help to improve production and transportation operations. Python code examples are provided in the complementary online repository to support the reader's understanding of the implementation details.
Enterprise Ai For Dummies
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Author : Zachary Jarvinen
language : en
Publisher: John Wiley & Sons
Release Date : 2020-08-17
Enterprise Ai For Dummies written by Zachary Jarvinen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-17 with Business & Economics categories.
Master the application of artificial intelligence in your enterprise with the book series trusted by millions In Enterprise AI For Dummies, author Zachary Jarvinen simplifies and explains to readers the complicated world of artificial intelligence for business. Using practical examples, concrete applications, and straightforward prose, the author breaks down the fundamental and advanced topics that form the core of business AI. Written for executives, managers, employees, consultants, and students with an interest in the business applications of artificial intelligence, Enterprise AI For Dummies demystifies the sometimes confusing topic of artificial intelligence. No longer will you lag behind your colleagues and friends when discussing the benefits of AI and business. The book includes discussions of AI applications, including: Streamlining business operations Improving decision making Increasing automation Maximizing revenue The For Dummies series makes topics understandable, and as such, this book is written in an easily understood style that's perfect for anyone who seeks an introduction to a usually unforgiving topic.
Enterprise Artificial Intelligence Transformation
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Author : Rashed Haq
language : en
Publisher: John Wiley & Sons
Release Date : 2020-06-23
Enterprise Artificial Intelligence Transformation written by Rashed Haq and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-23 with Business & Economics categories.
Enterprise Artificial Intelligence Transformation AI is everywhere. From doctor's offices to cars and even refrigerators, AI technology is quickly infiltrating our daily lives. AI has the ability to transform simple tasks into technological feats at a human level. This will change the world, plain and simple. That's why AI mastery is such a sought-after skill for tech professionals. Author Rashed Haq is a subject matter expert on AI, having developed AI and data science strategies, platforms, and applications for Publicis Sapient's clients for over 10 years. He shares that expertise in the new book, Enterprise Artificial Intelligence Transformation. The first of its kind, this book grants technology leaders the insight to create and scale their AI capabilities and bring their companies into the new generation of technology. As AI continues to grow into a necessary feature for many businesses, more and more leaders are interested in harnessing the technology within their own organizations. In this new book, leaders will learn to master AI fundamentals, grow their career opportunities, and gain confidence in machine learning. Enterprise Artificial Intelligence Transformation covers a wide range of topics, including: Real-world AI use cases and examples Machine learning, deep learning, and slimantic modeling Risk management of AI models AI strategies for development and expansion AI Center of Excellence creating and management If you're an industry, business, or technology professional that wants to attain the skills needed to grow your machine learning capabilities and effectively scale the work you're already doing, you'll find what you need in Enterprise Artificial Intelligence Transformation.
Practical Artificial Intelligence
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Author : Kashyap Kompella
language : en
Publisher:
Release Date : 2019-09
Practical Artificial Intelligence written by Kashyap Kompella and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09 with categories.
If you have tried everything imaginable but have never been able to use artificial intelligence to scale your business or enhance your projects, then this could be one of the most important books you have read in years. Do you still find it hard to adopt the whole concept of artificial intelligence in your company? Are you interested in knowing how business owners like you can leverage the fundamentals of artificial intelligence to make smarter decisions, but unsure how to start? "Practical Artificial Intelligence: An Enterprise Playbook" is written to give you an in-depth view of Artificial Intelligence and how it can be used to make analytics more productive and efficient at workplaces. This book reveals what artificial intelligence is in simple terms and how organizations from all walks of life can easily leverage it to run projects successfully and make smarter decisions. This book offers a thorough grounding in enterprise Ai concepts, along with practical instructions on applying its tools and mechanics in real-life situations. Data technology is moving fast and thanks to Ai, organizations can now use machines to perform complex tasks. However, for a lot of companies, incorporating AI into operations can be very daunting. This practical guide breaks down the basics of how Ai works in simple, non-technical terms as well as what it takes for businesses to start incorporating it into their projects in a step-by-step approach. There are many unanswered questions regarding Ai for most people. This book answers them all. Here's a preview of what you'll discover within the pages of this book: How organizations can use and implement artificial intelligence for their daily operations The fundamental concepts, foundation and the applications of artificial intelligence Understanding how you can deploy Ai for your projects even if you have no technical expertise The shortcomings, limitations and strengths of Ai How to use Ai, who needs it, when to use it and when to avoid it And much more... If you want to understand the mechanics of artificial intelligence and how organizations can use it successfully without debugging complex codes, this book is for you. Scroll up and click the "Buy Now" button to get this entire book right now!
Enterprise Ai In The Cloud
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Author : Rabi Jay
language : en
Publisher: John Wiley & Sons
Release Date : 2023-12-20
Enterprise Ai In The Cloud written by Rabi Jay and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-20 with Computers categories.
Embrace emerging AI trends and integrate your operations with cutting-edge solutions Enterprise AI in the Cloud: A Practical Guide to Deploying End-to-End Machine Learning and ChatGPT Solutions is an indispensable resource for professionals and companies who want to bring new AI technologies like generative AI, ChatGPT, and machine learning (ML) into their suite of cloud-based solutions. If you want to set up AI platforms in the cloud quickly and confidently and drive your business forward with the power of AI, this book is the ultimate go-to guide. The author shows you how to start an enterprise-wide AI transformation effort, taking you all the way through to implementation, with clearly defined processes, numerous examples, and hands-on exercises. You’ll also discover best practices on optimizing cloud infrastructure for scalability and automation. Enterprise AI in the Cloud helps you gain a solid understanding of: AI-First Strategy: Adopt a comprehensive approach to implementing corporate AI systems in the cloud and at scale, using an AI-First strategy to drive innovation State-of-the-Art Use Cases: Learn from emerging AI/ML use cases, such as ChatGPT, VR/AR, blockchain, metaverse, hyper-automation, generative AI, transformer models, Keras, TensorFlow in the cloud, and quantum machine learning Platform Scalability and MLOps (ML Operations): Select the ideal cloud platform and adopt best practices on optimizing cloud infrastructure for scalability and automation AWS, Azure, Google ML: Understand the machine learning lifecycle, from framing problems to deploying models and beyond, leveraging the full power of Azure, AWS, and Google Cloud platforms AI-Driven Innovation Excellence: Get practical advice on identifying potential use cases, developing a winning AI strategy and portfolio, and driving an innovation culture Ethical and Trustworthy AI Mastery: Implement Responsible AI by avoiding common risks while maintaining transparency and ethics Scaling AI Enterprise-Wide: Scale your AI implementation using Strategic Change Management, AI Maturity Models, AI Center of Excellence, and AI Operating Model Whether you're a beginner or an experienced AI or MLOps engineer, business or technology leader, or an AI student or enthusiast, this comprehensive resource empowers you to confidently build and use AI models in production, bridging the gap between proof-of-concept projects and real-world AI deployments. With over 300 review questions, 50 hands-on exercises, templates, and hundreds of best practice tips to guide you through every step of the way, this book is a must-read for anyone seeking to accelerate AI transformation across their enterprise.
The Ai Powered Enterprise
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Author : Seth Earley
language : en
Publisher: LifeTree Media
Release Date : 2020-04-28
The Ai Powered Enterprise written by Seth Earley and has been published by LifeTree Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-28 with Business & Economics categories.
Learn how to develop and employ an ontology, the secret weapon for successfully using artificial intelligence to create a powerful competitive advantage in your business. The AI-Powered Enterprise examines two fundamental questions: First, how will the future be different as a result of artificial intelligence? And second, what must companies do to stake their claim on that future? When the Web came along in the mid-90s, it transformed the behavior of customers and remade whole industries. Now, as part of its promise to bring revolutionary change in untold ways to human activity, artificial intelligence—AI—is about to create another complete transformation in how companies create and deliver value to customers. But despite the billions spent so far on bots and other tools, AI continues to stumble. Why can't it magically use all the data organizations generate to make them run faster and better? Because something is missing. AI works only when it understands the soul of the business. An ontology is a holistic digital model of every piece of information that matters to the business, from processes to products to people, and it's what makes the difference between the promise of AI and delivering on that promise. Business leaders who want to catch the AI wave—rather than be crushed by it—need to read The AI-Powered Enterprise. The book is the first to combine a sophisticated explanation of how AI works with a practical approach to applying AI to the problems of business, from customer experience to business operations to product development.
Artificial Intelligence For Business
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Author : Ana Landeta Echeberria
language : en
Publisher:
Release Date : 2022
Artificial Intelligence For Business written by Ana Landeta Echeberria and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
This book seeks to build a shared understanding of Artificial Intelligence (AI) within the global business scenario today and in the near future. Drawing on academic theory and real-world case studies, it examines AI's development and application across a number of business contexts. Taking current scholarship forward in its engagement with AI theory and practice for enterprises and applied research and innovation, it outlines international practices for the promotion of reliable AI systems, trends, research and development, fostering a digital ecosystem for AI and preparing companies for job transformation and building skills. This book will be of great interest to academics studying Digital Business, Digital Strategy, Innovation Management, and Information Technology. Ana Landeta Echeberria is Professor at Universidad a Distancia de Madrid, Spain and an expert in corporate strategy and digital transformation. She has a PhD in Management and Business Administration and serves as the Director of Institutional Relations and Director of "Technological Social Sciences" Research Group at the Universidad a Distancia de Madrid. She is also currently the Vice President of TodoStartups, S.L. .
Management Organisations And Artificial Intelligence
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Author : Piotr Buła
language : en
Publisher: Routledge
Release Date : 2021-11-17
Management Organisations And Artificial Intelligence written by Piotr Buła and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-17 with Business & Economics categories.
This book combines academic research with practical guidelines in methods and techniques to supplement existing knowledge relating to organizational management in the era of digital acceleration. It offers a simple layout with concise but rich content presented in an engaging, accessible style and the authors’ holistic approach is unique in the field. From a universalist perspective, the book examines and analyzes the development of, among others, Industry 4.0, artificial intelligence (AI), AI 2.0, AI systems and platforms, algorithmics, new paradigms of organization management, business ecosystems, data processing models in AI-based organizations and AI strategies in the global perspective. An additional strength of the book is its relevance and contemporary nature, featuring information, data, forecasts or scenarios reaching up to 2030. How does one build, step by step, an organization that will be based on artificial intelligence technology and gain measurable benefits from it, for instance, as a result of its involvement in the creation of the so-called mesh ecosystem? The answer to this and many other pertinent questions are provided in this book. This timely and important book will appeal to scholars and students across the fields of organizational management and innovation and technology management, as well as managers, educators, scientists, entrepreneurs, innovators and more.
The Business Transformation Playbook Enterprise Ai
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Author : Cory Sunday
language : en
Publisher: Cory Sunday
Release Date : 2023-10-30
The Business Transformation Playbook Enterprise Ai written by Cory Sunday and has been published by Cory Sunday this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-30 with Computers categories.
"The Business Transformation Playbook: Enterprise AI" is your comprehensive guide to navigating the dynamic world of artificial intelligence and harnessing its transformative power for your business. This book offers a structured approach to AI implementation, ensuring you're well-prepared to revolutionize your business processes with the latest AI technologies. In the opening chapters, you'll explore the evolution of AI, gaining historical context and insights into the key milestones that have shaped the field. Discover the compelling business case for AI, including the advantages it brings and how it creates a competitive edge across various industries. Chapter 2 delves into the core AI technologies, including Machine Learning, Deep Learning, and Natural Language Processing. Understand the basics, real-world applications, and the potential of these cutting-edge tools. Data preparation is a critical component of successful AI integration, and Chapter 3 provides a deep dive into data collection, storage, preprocessing, and data quality, ensuring your foundation is solid. As you progress through the book, you'll learn how to build AI models, choose the right algorithms, and effectively train and test your models, avoiding common pitfalls like overfitting and underfitting. Chapter 5 is dedicated to implementing AI in your business processes, including identifying use cases, integrating AI with existing systems, and the development of AI-driven solutions. Privacy and ethics are addressed in Chapter 6, ensuring that your AI initiatives align with regulatory compliance and ethical standards. AI operations and maintenance, as discussed in Chapter 7, offer insights into model deployment, monitoring, maintenance, and scalability, allowing your AI systems to evolve and thrive. Measuring the impact of AI is a key focus in Chapter 8, with a comprehensive exploration of key performance indicators and calculating return on investment. Chapter 9 provides real-world case studies and best practices, offering valuable lessons from successful AI implementations and recommendations for avoiding common pitfalls. Chapter 10 peers into the future of AI in business, highlighting emerging trends and the need for adaptability and innovation in the evolving landscape. Finally, in Chapter 11, you'll find a recap of key takeaways and an action plan, enabling you to create a strategy for implementing AI effectively in your business. "The Business Transformation Playbook: Enterprise AI" is your go-to resource for successfully implementing AI, ensuring your business remains competitive and adaptable in an ever-changing world.