We are living in an era where artificial intelligence is not just a technology, but the engine that drives the next great revolution in all sectors of society. "Fundamentals", part of the "Artificial Intelligence: The Power of Data" collection, is the definitive guide for those who want to understand and apply the most important concepts of AI.

This book offers a thorough and in-depth look at the philosophical, technical, and ethical foundations that shape the development of AI, while also highlighting its practical applications in areas as diverse as neural networks, machine learning, and natural language processing.

With each chapter, the reader is guided through sophisticated yet accessible concepts, allowing professionals of any level to understand the implications of this rapidly evolving technology.

What you will find in this book:

• The philosophical bases: from Cartesian thought to the digital age.
• Evolution and classical approaches to AI, from neural networks to natural language processing.
• Essential data requirements for the development and training of AI models.
• The biggest ethical and technical challenges of AI, such as data privacy and work automation.
• The technological convergence between AI, blockchain, and quantum computing, and what it means for the future.
• Recommendation and personalization systems: how AI is shaping information consumption.
• The complexity of AI explainability and the challenge of demystifying the black box of models.

Results you will get from this book:

• Mastery of the technical and conceptual foundations of AI allowing a complete understanding of its applications.
• Ability to identify and apply emerging technologies that are transforming industries around the world.
• Tools to navigate the ethical and societal challenges that arise with the widespread use of AI.
• Practical strategies for integrating AI into innovative business processes and projects.
• A clear vision of the future of AI and how to prepare to be at the forefront of the digital revolution.

This book is ideal for a wide range of readers, including:

• Technology and data professionals who want to deepen their understanding of AI and its implications.
• Executives and business leaders looking to explore the potential of AI to improve processes and create new business opportunities.
• Researchers and academics who want a strong foundation in AI to develop new research or practical applications.
• Students and self-learners who want to master the fundamentals of AI in a structured and practical way.
• Technology enthusiasts who want to keep up with the latest trends and innovations in the field of AI.

Why study this book?
In Fundamentals, you'll not only understand the intricacies of AI, but you'll be equipped with the tools to apply that knowledge in your professional and personal life. Whether you're a seasoned professional, an avid student, or someone looking to understand what's next, this book offers valuable insights and practical strategies for navigating the world of artificial intelligence with confidence.

About the author
Marcus Pinto – Marcão, as he is known by all – has a master's degree in Information Technology and has been working in the field of information architecture and attribute engineering since the mid-1980s. A current focus of action is the scenario of open government data.