Bøger af Alexiei Dingli

Explore the inner workings of AI along with its limitations and future developments and create your first transparent and trustworthy neuro-symbolic AI systemPurchase of the print or Kindle book includes a free PDF eBookKey Features:Understand symbolic and statistical techniques through examples and detailed explanationsExplore the potential of neuro-symbolic AI for future developments using case studiesDiscover the benefits of combining symbolic AI with modern neural networks to build transparent and high-performance AI solutionsBook Description:Neuro-symbolic AI offers the potential to create intelligent systems that possess both the reasoning capabilities of symbolic AI along with the learning capabilities of neural networks. This book provides an overview of AI and its inner mechanics, covering both symbolic and neural network approaches.You'll begin by exploring the decline of symbolic AI and the recent neural network revolution, as well as their limitations. The book then delves into the importance of building trustworthy and transparent AI solutions using explainable AI techniques. As you advance, you'll explore the emerging field of neuro-symbolic AI, which combines symbolic AI and modern neural networks to improve performance and transparency. You'll also learn how to get started with neuro-symbolic AI using Python with the help of practical examples. In addition, the book covers the most promising technologies in the field, providing insights into the future of AI.Upon completing this book, you will acquire a profound comprehension of neuro-symbolic AI and its practical implications. Additionally, you will cultivate the essential abilities to conceptualize, design, and execute neuro-symbolic AI solutions.What You Will Learn:Gain an understanding of the intuition behind neuro-symbolic AIDetermine the correct uses that can benefit from neuro-symbolic AIDifferentiate between types of explainable AI techniquesThink about, design, and implement neuro-symbolic AI solutionsCreate and fine-tune your first neuro-symbolic AI systemExplore the advantages of fusing symbolic AI with modern neural networks in neuro-symbolic AI systemsWho this book is for:This book is ideal for data scientists, machine learning engineers, and AI enthusiasts who want to explore the emerging field of neuro-symbolic AI and discover how to build transparent and trustworthy AI solutions. A basic understanding of AI concepts and familiarity with Python programming are needed to make the most of this book.

The successful management of an organization depends on two fundamental ingredients, the strategy and the operations that realize that strategy. Both of them are essential for a company to succeed. The strategy deals with specifying clearly the organization¿s objectives, developing policies and plans to achieve these objectives together with allocating the necessary resources to implement the defined plans. Operations include all the process involved directly or indirectly in the production of goods or services. An efficient and effective process is essential for an organization to succeed especially when managing scarce resources in a highly competitive world, where customers constantly demand higher quality goods or services for a lower price tag. The scope of this book is to find out how an organization can realize that it is losing alignment before it is too late and take corrective actions that will have a long lasting effect. As a tool to help us achieve this goal, we will make use of the Balanced Scorecard in order to evaluate the methodology we are proposing.

This book defines modern annotation, and analyzes its significance for future evolutions of the web. The authors examine the use of Artificial Intelligence and redundance in annotation tasks, and predict the future form and function of annotation.