Learning Artificial Intelligence

We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning.

Drawing upon the author's wealth of experience, Artificial Intelligence: A 60 Minute Guide provides a concise, yet comprehensive, introduction to this fascinating subject in an exciting and jargon-free way. Steven Finlay has published several books about artificial intelligence and related subjects. He is currently head of Analytics at Computershare Loan Services and is an Honorary Research Fellow at the Lancaster University Management School in the UK.

Book Details: Unleash the Power of Next-Gen AI: Transform Your Cybersecurity with Cutting-Edge Threat Detection! Revolutionize Your Security Operations: AI-Driven Threat Detection and Response Awaits! Stay Ahead of Cyber Threats: Discover the Future of AI in Cybersecurity! From Reactive to Proactive: The AI Revolution in Cybersecurity Operations Centers! Fortify Your Defenses with AI: The Ultimate Guide to Next-Gen Cybersecurity! Questions: Are you tired of constantly reacting to cyber threats instead of preventing them? Have you ever wondered if your Security Operations Center could be ...

Algo trading and strategy development is hard, no question. But, does it really have to be so hard? The answer is "NO!" - if you follow the right approach, and get the right advice. Enter Champion Algo Trader Kevin Davey, and his book "Algo Trading Cheat Codes." In this groundbreaking book, Kevin reveals results of his research over millions of strategy backtests. He provides 57 "cheat codes" - tips you can use to build algo strategies faster and with more confidence. Some of the questions answered in this book: Is algo trading getting harder, and if so, what specific things can you do to ...

AI expert Yorick Wilks takes a journey through the history of artificial intelligence up to the present day, examining its origins, controversies, and achievements, as well as looking into just how it works. He also considers the future, assessing whether these technologies could menace our way of life and how we are all likely to benefit from AI applications in the years to come.

The book “Accelerating Software Quality: Machine Learning and Artificial Intelligence in the Age of DevOps” is a complete asset for software developers, testers, and managers that are on their journey to a more mature DevOps workflow, and struggle with better automation and data-driven decision making. DevOps is a mature process across the entire market, however, with existing Non-AI/ML technologies and models, it comes short in expediting release cycle, identifying productivity gaps and addressing them. This book, that was implemented by myself with the help of leaders from the DevOps ...

Artificial Intelligence (AI) is causing massive changes in our lives, both at the individual and societal level, with the global AI market expected to reach around 126 billion US dollars by 2025. As more and more decision-making moves to AI systems, unique risks are being introduced. However, this topic can be quite challenging for newcomers who want to understand the governance and cyber-security risks that AI introduces. This book assumes zero prior knowledge of AI or machine learning and explains in an easy-to-understand way how to govern and secure AI.

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

Mastering Vector Databases: An Artificial Intelligence Lens delves into the sophisticated world of vector databases, offering a comprehensive guide for developers, architects, and system administrators. This book covers the evolution, architecture, and key features of vector databases, alongside advanced indexing, search techniques, and real-time data processing. With a special focus on integrating machine learning and AI, it provides practical insights into cloud deployment, performance optimization, and security practices. Curated with expert insights, this book is an essential resource ...

Harness the power of AI for your business, even if you're overwhelmed by its complexity! Are you a business owner searching for innovative ways to stay competitive? Is the thought of integrating Artificial Intelligence (AI) into your operations intimidating? Do you see the potential of AI but don't know where to start? As a business owner, time is your most valuable asset. You need visible results – fast. However, the complex world of AI can be daunting.

Artificial Intelligence (AI) seems to be everywhere these days. This book provides a simple introduction to Artificial Intelligence. It explains what it is, how it works and how it's used in the real world to do all sorts of wonderful things. For example, powering intelligent personal assistants such as Amazon's Alexa, undertaking facial recognition and making decisions about who to hire and fire. Not to mention all those clever robots on production lines and in warehouses, and chatbots that can answer all your customer queries for you. Written in an easy going and non-technical style, ...

¿Está usted confundido acerca del furor que existe detrás de la inteligencia artificial y le gustaría aprender más? Este audiolibro lo abarca todo, desde el aprendizaje automático hasta la robótica y el Internet de las cosas. Usted puede usarlo como una guía útil cuando se encuentre con titulares de noticias que hablan de un nuevo avance en la inteligencia artificial por parte de Google o Facebook. Será consciente de lo que son las redes neuronales artificiales, cómo funcionan el descenso de gradiente y la propagación hacia atrás, y qué es el aprendizaje profundo.

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.

Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us - and to make decisions on our behalf. But alarm bells are ringing. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole - and appear to assess black and white defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And autonomous vehicles on our streets can injure or kill.

If you read (or listen to) nothing else on artificial intelligence and machine learning, listen to these ten articles. We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you understand the future direction of AI, bring your AI initiatives to scale, and use AI to transform your organization.

Discover how to take advantage of the coming AI and neural networks revolution, set yourself up for success, and make your businesses future-proof with the definitive guide to artificial intelligence! In this guide, Melvin Doyle skips the fluff and gives a clear overview of the technology explained in plain, simple English. Your eyes will be opened to how AI is transforming the way business is done, as well as techniques and strategies to apply this cutting edge tech to your own businesses.

Advances in Generative Artificial Intelligence (GAI) have created a new class of computer systems that exhibit astonishing proficiency on a wide variety of tasks with superhuman performance, producing novel text, images, music, and software by analyzing enormous collections of digitized information. Soon, these systems will provide expert medical care; offer legal advice; draft documents; write computer programs; tutor our children; and generate music and art. These advances will accelerate progress in science, art, and human knowledge, but they will also bring new dangers.

This is the first reference book on intelligent automation (IA). Also called hyperautomation, it is one of the most recent trends in the field of artificial intelligence. IA is a cutting-edge combination of methods and technologies involving people, organizations, machine learning, low-code platforms, robotic process automation (RPA), and more. This book is for everyone - whether you are an experienced practitioner, new to the topic, or simply interested in what the future holds for enterprises, work, life, and society as a whole.

Unlock the Secrets of AI Deep Learning and Neural Networks: Empower Your Future in Minutes a Day! Ready to dive into the world of artificial intelligence, but don’t know where to start? Whether you're a student, developer, or curious learner, this book takes you on a journey to master deep learning concepts, demystify neural networks, and transform your skills into real-world impact—all at your own pace.

Reimagining classrooms with AI doesn't have to be daunting. Imagine a classroom where AI effortlessly supports your teaching endeavors, boosts student engagement, and promotes equitable access to learning resources. It's not a far-off dream; it could be your classroom reality with the help of this book.