Learning Artificial Intelligence

The following are core generative artificial intelligence (AI) aspects explained with key examples. Each aspect is grouped into one of the following: contextual learning, agents, fine-tuning, retrieval augmented generation, evaluation metrics, foundation models and transformers. Finally, example generative AI prompts to leverage, using the aspects is given. Contents: Overview of Generative AI Generative AI Aspects Using Generative AI Contextual Learning Model Agents Fine Tuning Retrieval Augmented Generation Evaluation Metrics Foundation Models Transformers About the Author: Notes:

Have you ever wanted to learn how to better use your data? Are you interested in the works of machine learning? If you answered yes to these questions, then this audiobook is for you. Deep Learning and Artificial Intelligence are powerful data tools that can help improve businesses.

The Complete Guide to Automation: Transforming the World, Work, and Daily Life is an essential resource for anyone looking to understand the profound impact of automation technologies on society, the workforce, and our everyday routines. This comprehensive book offers a deep dive into the mechanisms driving the automation revolution, from the basics of robotic process automation (RPA) and artificial intelligence (AI) to advanced applications in manufacturing, healthcare, finance, and beyond. Readers will discover the history of automation, tracing its evolution from simple mechanical ...

The Dangers of AI Artificial intelligence is transforming the world—but at what cost? From automated decision-making to deepfake deception, AI has already infiltrated industries, politics, and personal lives in ways few imagined. While promising unprecedented efficiency and innovation, it also threatens privacy, employment, and even human autonomy. This book exposes the hidden risks of AI, exploring its ethical dilemmas, unforeseen consequences, and the real-world dangers lurking behind advanced algorithms. Whether it's biased machine learning, mass surveillance, or AI-powered ...

Are you fascinated by apps like Microsoft’s ChatGPT and Google’s Gemini but unsure how you can utilize them to their full potential? Have you wondered how ChatGPT could help your writing, editing, and even gaming? Understanding and integrating Generative AI into your daily life may seem daunting, but it's not as difficult as you might think. In fact, with the right guide, anyone can harness the power of AI.

The U.S. Department of Education (Department) is committed to supporting the use of technology to improve teaching and learning and to support innovation throughout educational systems. This report addresses the clear need for sharing knowledge and developing policies for “Artificial Intelligence,” a rapidly advancing class of foundational capabilities which are increasingly embedded in all types of educational technology systems and are also available to the public.

Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning about - and solving - an extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri's ability to understand voices, and Google to pilot cars.

This groundbreaking book is your ultimate guide to understanding and leveraging the power of artificial intelligence. Whether you're a curious beginner, a tech enthusiast, or an entrepreneur ready to revolutionize your business, this guide provides you with everything you need to navigate the AI-driven future.

Many people have unanswered questions about artificial intelligence. Today, the majority of those questions will likely be answered. Concerns will be addressed, and examples will be given. This book starts off with a question and answer section about artificial intelligence. It then proceeds to cover specific artificially intelligent applications, such as chatbots and robotics. These pages will show details of things that puzzle many people’s minds. But you won’t be left in the dark and will enjoy the full benefits of this knowledge. Start listening now!

Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a truly robust artificial intelligence. Taking inspiration from the human mind, professors Gary Marcus and Ernest Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.

*Start your Data Science career using Python today!* Are you ready to start your new exciting career? Ready to master artificial intelligence and deep learning concepts? Are you overwhelmed with complexity of the books on this subject? Then let this breezy and fun little book on Python, Machine Learning and Deep Learning models make you a Data Scientist in 7 days! This book continues from where the first book in the series, Ultimate Step by Step Guide to Machine Learning Using Python, left of. In the first book you were introduced to Python concepts such as: • Data Structures like Pandas ...

The Definitive Guide to Natural Language Processing

To most of us, it seems like recent developments in artificial intelligence emerged out of nowhere to pose unprecedented threats to humankind. But to Dr. Joy Buolamwini, who has been at the forefront of AI research, this moment has been a long time in the making.

The book cover features a captivating image of a futuristic robot, standing tall and sleek against a backdrop of a technologically advanced cityscape. The robot's design showcases the cutting-edge advancements in robotics, with its intricate metallic structure and glowing sensors. The title, "The Robotic Revolution," is displayed prominently in bold, modern typography, emphasizing the central theme of the book. The subtitle, "From Innovation to Integration: How Robots are Transforming Industries and Society," reinforces the book's focus on the multifaceted impact of robotics on various ...

Artificial Intelligence (AI) is a rapidly growing field that encompasses a wide range of technologies, algorithms, and applications. AI involves the creation of intelligent machines that can perform tasks that typically require human intelligence, such as recognizing speech, making decisions, and solving complex problems. AI is used in various applications, such as image and speech recognition, natural language processing, robotics, and autonomous vehicles. In this chapter, we explore the history, technologies, applications, and challenges of AI.

Artificial Intelligence Unleashed is the ultimate guide for entrepreneurs ready to embrace the transformative power of AI. This comprehensive book demystifies artificial intelligence, breaking it down into actionable strategies that you can implement in your business—no technical expertise required. Whether you're a startup founder or a seasoned business owner, this book empowers you to harness AI for innovation, growth, and success.

Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.

Machine learning is changing the world. You use machine learning every day and probably don’t know it. In this audiobook, you will learn how ML grew from a desire to make computers able to learn.

The data lakehouse is the next generation of the data warehouse and data lake, designed to meet today’s complex and ever-changing modern information systems. This book shows you how to construct your data lakehouse as the foundation for your artificial intelligence (AI), machine learning (ML), and data mesh initiatives. Know the pitfalls and techniques for maximizing business value of your data lakehouse. In addition, be able to explain the core characteristics and critical success factors of a data lakehouse. By reviewing entry errors, key incompatibility, and ensuring good documentation...

Dive into the cutting-edge world of Artificial Intelligence in Radiology with this comprehensive guide, perfect for radiologists, healthcare professionals, researchers, and technology enthusiasts alike. This book explores how AI is transforming the field of radiology, offering unprecedented accuracy, efficiency, and personalized care in medical imaging.Uncover the Power of AI and Deep Learning This book provides an in-depth understanding of the technologies driving modern radiology, from the foundational principles of AI, machine learning, and deep learning to the intricate workings of ...