Machine Learning Fundamentals

A collection of shockingly prescient stories covering topics from aliens to AI, including some that have never before been seen, from the New York Times bestselling author of the Silo trilogy Hugh Howey is known for crafting riveting and immersive page-turners of boundless imagination, spawning...

Artificial intelligence is transforming every industry, but successful machine learning projects rarely fail because of algorithms. They fail because the wrong problems are chosen, the wrong data is collected, the wrong metrics are optimized, or the resulting models never become reliable production systems. Machine Learning Fundamentals in Action takes a practical approach to machine learning by focusing on the complete lifecycle of a real-world solution—from identifying the business decision that matters to deploying, monitoring, governing, and continuously improving production models. ...

In her second week at a logistics startup, a bootcamp graduate received a ticket that read, simply, “add machine learning to flag late shipments.” She spent two days searching for a model to download before a senior engineer asked one question: how do late shipments get labeled today? The answer was sitting in a single column of the orders table. The ticket needed a SQL query and an alert, not a neural network. She had reached for machine learning because the word was in the ticket — not because the problem required it. That story is where most ML introductions fail the people who ...

Ned discovers a hard truth about his past but will it also endanger the future of the universe? After reconnecting with an old acquaintance, Hank’s AI companion is on the hunt for more information and it just might bring them closer than ever to Twain. But the old Enemy AI has a few tricks up his sleeve. And while they pursue the villain, the crew also find themselves in the crosshairs. Having angered a shadowy sect, the hunters become the hunted.

In this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context.

In this book, we have embarked on a comprehensive journey through the world of linear algebra, exploring its fundamental concepts, applications in artificial intelligence and machine learning, and ethical considerations. From the basics of vectors and matrices to the intricate workings of neural networks and bias mitigation techniques, we have delved into the mathematical foundations that power modern AI innovations. Throughout this exploration, linear algebra has revealed itself as the backbone of AI and machine learning, providing the tools necessary to represent, manipulate, and analyze ...

Machine Learning with Python — A Practical Guide for Beginners & Developers Want to break into Machine Learning and AI using Python, but don’t know where to start? Machine Learning with Python (2026 Edition) is a complete, beginner-friendly guide that takes you from understanding basic concepts to building real-world machine learning systems using modern tools and frameworks. This book is designed to help you learn step-by-step, without overwhelming theory or unnecessary complexity. Machine learning is transforming industries — from recommendation systems and fraud detection to self-...

Discover how to master Generative AI and Machine Learning in just 30 minutes a day, even if you're a complete beginner… Are you passionate about technology, eager to master the enigmatic world of Artificial Intelligence (AI), and wondering how to transform this curiosity into a tangible skill? Do you seek a comprehensive guide that speaks your language, breaks down AI's complex jargon, and reshapes your understanding of machine learning? Or perhaps you're a young professional seeking a fast-paced, hands-on learning resource to augment your current skill set and graze the edge of the tech ...

AI for Everyone Artificial intelligence is transforming nearly every profession, yet most people encounter AI as users rather than computer scientists. AI for Everyone provides a clear, accessible introduction to the technologies, capabilities, limitations, and societal impacts of modern AI—without requiring programming or advanced mathematics. Readers begin by learning the fundamental ideas behind machine learning, neural networks, computer vision, natural language processing, robotics, and generative AI through intuitive explanations and real-world examples. The book then explores how ...

Robotics is a multidisciplinary field that focuses on the design, construction, programming, and operation of robots, autonomous machines, or mechatronic systems that can perform tasks autonomously or semi-autonomously. This discipline combines elements of engineering, computer science, electronics, and artificial intelligence to create machines capable of carrying out a variety of tasks in diverse environments. A robot is a programmable machine that can perform tasks autonomously or semi-autonomously. Robots can be mobile or stationary and can come in various shapes and sizes, depending on...

Unleash the power of Generative AI in less than 30 days. Turn tech curiosity into a practical skillset even if you're a beginner. Don't let your perception of what's difficult hold you back. This book is designed specifically with simplicity in mind, tailored for those who may be stepping into the world of AI for the first time. It is packed with interactive, up-to-date exercises and real-world applications, that will guide you every step of the way, ensuring that you stay connected to the most relevant and useful topics in AI.

The Trading Bible – Artificial Intelligence: How to Use ChatGPT and AI to Analyze Financial Markets, Develop Trading Strategies, and Invest Smarter What if you could use artificial intelligence to analyze financial markets, identify investment opportunities, and develop trading strategies more easily, quickly, and effectively? Artificial intelligence is revolutionizing the financial world, making powerful tools available that, until recently, were primarily reserved for large institutional investors. Today, thanks to ChatGPT and emerging AI technologies, even independent traders can ...

🚀 Master the Microsoft AI-900 Exam with Confidence! Are you preparing for the Microsoft Certified: Azure AI Fundamentals (AI-900) exam? Do you want a comprehensive, step-by-step guide that covers all key topics with real-world examples and a full practice test? 📚 Look no further! This study guide is your ultimate companion to understanding AI workloads, machine learning principles, Azure AI services, and responsible AI—all explained in a clear, beginner-friendly way. 🔹 What You’ll Learn in This Book: ✅ AI Fundamentals & Machine Learning: Supervised vs. unsupervised learning, ...

¿Y si pudieras utilizar la inteligencia artificial para analizar los mercados financieros, identificar oportunidades de inversión y desarrollar estrategias de trading de una forma más sencilla, rápida y eficaz? La inteligencia artificial está revolucionando el mundo de las finanzas, ofreciendo herramientas que hasta hace pocos años estaban reservadas a los grandes inversores institucionales. Hoy, gracias a ChatGPT y a las nuevas tecnologías de IA, incluso los traders particulares pueden aprovechar estas posibilidades para mejorar sus análisis y tomar decisiones más fundamentadas. ...

Unlock the power of AI and Machine Learning with this comprehensive guide. Whether you're a beginner or an experienced practitioner, this book provides a step-by-step journey through the world of AI and ML. Explore the key concepts, algorithms, and techniques that drive intelligent systems, and discover how to apply them to solve real-world problems. From understanding the basics of AI and ML to diving deep into advanced topics like deep learning and reinforcement learning, this book covers it all. Gain hands-on experience with popular ML frameworks and tools, and learn how to preprocess ...

Either if you want to start your own AI enterprise, to empower your business or to work in the greatest and most innovative companies, Artificial Intelligence is the future, and neural networks programming is the skill you want to have. The good news is that there is no exclusive club, you can easily (if you commit, of course) learn how to program and use neural networks, and to do that Neural Networks for Beginners is the perfect way.

📘 AI-900: Microsoft Azure AI Fundamentals – Complete Exam Prep with 50 Practice Questions & Explanations Pass your AI-900 certification exam with confidence! 🚀 Are you preparing for the Microsoft Azure AI-900 exam and looking for a complete guide to help you succeed? This book is designed to provide you with everything you need to master the fundamentals of Azure AI and pass your certification on the first try! 🔹 What’s Inside: ✔ 50 carefully crafted practice questions covering all exam domains ✔ Detailed explanations for each answer, helping you understand key concepts ✔...

A primer on Machine Learning tailored for individuals interested in exploring the field before advancing to more complex literature by the author, including 'Data Science' and other works. ('Data Science' achieved the #1 spot in Mathematical Analysis on Amazon).

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.

Discover how to leverage AI and transform your productivity and creativity—even if you're starting from scratch! Feeling overwhelmed by terms like “Machine Learning” and “ChatGPT”? You’re not alone. Many adults feel left behind by tech’s rapid rise—but you don’t need to be a coder to harness AI’s power.