Machine Learning Techniques

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete...

This textbook, "Statistical Techniques for Machine Learning," is born from a desire to bridge this gap. It is crafted specifically for the next generation of technologists—the B.Tech and M.Tech students who will build the future. Our philosophy is simple: to demystify the statistical principles that are the lifeblood of machine learning. We eschew overly dense mathematical notation in favor of intuitive explanations, practical examples, and a clear line of sight from statistical theory to real-world ML application. Key Features of This Book: 1. NEP 2020 & AICTE Compliant: The structure ...

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 best-selling author of the Silo trilogy Hugh Howey is known for crafting riveting and immersive page-turners of boundless imagination, spawning...

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.

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.

The Neuroscience of Learning: How Brain Science and AI Can Elevate Your Learning What if you could learn faster, retain information more effectively, and unlock hidden potential within your mind? In The Neuroscience of Learning, discover the groundbreaking science behind how we learn and the practical applications that can make us all better learners. Blending leading-edge neuroscience with everyday insights, this book offers a transmutative look at how our brains function during learning, the influence of emotions and motivation, and the remarkable ways our brains’ neuroplasticity allows...

If you need a go-to guide with numerous examples and coded programs, Python Machine Learning will be the answer. If you want to train your own models and enhance them to achieve your demand, Python Machine Learning is the exact tool. Do you want to train the machines and model to carry out complex jobs with accurate date and predictions in a more efficient way? Do you want to have a quick start in the right direction to enter into the Python world?

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.

Step into the revolutionary world where quantum computing reshapes the landscape of global finance. "Quantum Economics: The Future of Financial Systems" offers a thrilling exploration of how cutting-edge quantum technology is poised to transform every aspect of our financial world, from intricate economic models to lightning-fast trading algorithms and ironclad financial security. Unlock the Power of Quantum Finance: Quantum Computing Fundamentals: Grasp the essentials of qubits, superposition, and entanglement, and how they're set to revolutionize data processing in finance. Redefining ...

Machine Learning for Absolute Beginners Third Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required.

Are you ready to unlock the mathematical secrets that power today's most advanced artificial intelligence systems? "Essential Math for AI" is an essential guide for anyone looking to understand the complex mathematical underpinnings of AI. Whether you're an AI enthusiast, a student, or a professional in the field, this book is tailored to enrich your knowledge and prepare you for the future of AI innovation. Here's what you'll discover inside: Linear Algebra: Dive into the core of machine learning with in-depth explorations of vectors, matrices, and data transformations. Probability and ...

Artificial Intelligence is everywhere— Learn by Doing. This book takes a proven approach by walking you through 60 days of detailed Activities, Prompts, and Reflections in plain English. Inside this book, readers will learn how to: • Understand what artificial intelligence really is and how it works without needing a computer science degree or any technical background • Recognize the AI tools you are already using every day in your email, banking, navigation, health tracking, and online shopping • Evaluate when to trust AI outputs and when to question its recommendations using a ...

AI Security: Using Machine Learning Techniques to Detect and Counter Cyber Threats focuses on the application of artificial intelligence, particularly machine learning, to enhance cybersecurity. The book is divided into several sections that cover various aspects of AI security.

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 ...

Are you looking for an options trading crash course to become a skillful trader? If yes, this is the right book for you. An option is a contract that permits an investor to purchase or sell a fundamental instrument. Buying and selling options are done on the options market, which trades contracts dependent on protections. Options trading is a speculative trade. However, since your investment is small, your risks are low. When you enter into an options trade, the highest amount of money you can lose is the invested capital. In options trading, this capital is small as compared to the ...

Maximize equipment reliability. Reduce downtime. Harness the power of AI for smarter oil analysis. In today’s competitive industrial environment, machinery failures are costly—not just in repairs, but in lost production and efficiency. This enhanced edition of Machinery Oil Analysis & Condition Monitoring combines proven oil analysis methods with the latest in artificial intelligence, IoT, and predictive maintenance strategies. Drawing on over a decade of engineering experience, Mohammed Hamed Ahmed Soliman provides a practical, hands-on guide to implementing modern oil analysis ...

"Google Gemini for Advanced Users: Mastering AI-Powered Applications" Unlock the full potential of Google Gemini, the cutting-edge AI platform that’s transforming industries worldwide. In this comprehensive guide, advanced users will discover how to harness the power of AI to drive innovation, streamline operations, and solve complex problems across various sectors—from healthcare and finance to retail, education, and beyond. This book goes beyond the basics, offering in-depth strategies for building, optimizing, and deploying AI-powered applications using Google Gemini. Whether you're ...

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 ...

Unlock Workplace Excellence with 5S! Whether you are in manufacturing, services, or office environments, this practical guide will show you how to visualize, organize, and optimize your workplace for maximum efficiency. In this Second Edition, you'll discover: Step-by-step methods to implement the 5S methodology effectively. Modern insights on integrating AI and machine learning for smarter workplace audits. Practical tips for visual management, productivity improvement, and lean operations. Real-world examples, checklists, and templates to streamline your processes. Perfect for managers, ...