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Ananthaswamy Anil: Why Machines Learn /
LF

Why Machines Learn

The Elegant Maths Behind Modern AI

Industrialized Construction in the Age of AI and Robotics explores the transformative convergence of artificial intelligence, robotics, and modern construction methods. This comprehensive textbook reveals how cutting-edge technologies are reshaping the construction industry, offering unprecedented improvements in efficiency, quality, and sustainability.From fundamental concepts to practical applications, the book is divided into three sections. Part One establishes the foundational principles of industrialized construction and introduces the revolutionary potential of AI and robotics. Part Two delves deep into six critical operational areas: AI-driven design systems, agile production processes, intelligent supply chain management, automated on-site assembly, predictive maintenance, and smart work packaging. The final section examines current challenges, from technical and financial constraints to regulatory considerations, before exploring emerging trends and future innovations. Each chapter features detailed case studies and practical examples that bridge theory and real-world implementation.Written for a diverse audience, this essential resource serves as both an academic textbook and a professional reference. Students in Civil Engineering, Industrial Engineering, Construction Engineering and Management, and AI &amp; Robotics programs will find it invaluable for understanding the intersection of these disciplines. Industry practitioners, including construction managers, project engineers, and technology integrators, will gain practical insights into implementing AI and robotics solutions. Whether you're preparing for a career in modern construction, leading technological transformation in your organization, or conducting advanced research in the field, this book provides the interdisciplinary knowledge needed to succeed in construction's AI-driven future.

Industrialized Construction in the Age of AI and Robotics

In a world where machines learn, evolve, and sometimes outthink us, Artificial Intelligence and Safety offers a rare, integrated lens into both the power and peril of intelligent systems. Drawing on the authors' unique blend of programming mastery and enterprise risk leadership, this guide is your compass in the age of intelligent machines.The book goes beyond traditional risk management frameworks by integrating the latest advancements in artificial intelligence and generative AI. Combining real-world case studies, Socratic questioning, and the wisdom of AI governance pioneers, it journeys through the evolution of AI, the rise of deep learning, and the practical implications of large language models (LLMs) and retrieval-augmented generation (RAG). The authors translate complex technical knowledge into actionable insights and teach how to use Python not just for prediction, but for protection-turning code into a risk management ally. Readers will understand how to embed ethics by design, assess emerging risks, and confidently apply AI governance frameworks.This guide demystifies AI for everyone-from software architects to policymakers and risk managers. Whether you're crafting LLMs or setting enterprise policy, this book empowers you to not only ask the right questions but build the right systems, because the future of AI isn't just about building intelligence, it's about building it responsibly.

A Practical Guide for Programmers and Decision Makers

Artificial Intelligence and Safety

A practical guide for professionals, corporate executives, entrepreneurs, and college students who want to achieve personal success without compromising their morals Whether in our daily work or in our personal life, even the most conscientious people with the best intentions can make ethically questionable decisions. The 5 Questions for Ethical Decisions helps you identify your own ethical “true north” and avoid the costly missteps that can betray your values, damage your relationships, and even end careers. Each of the book’s five chapters begins with a provocative question that illustrates a foundational aspect of ethical practice and explains how to apply these questions to define and uphold your own values. This practical yet robust framework provides a process for ethical decision-making in professional and personal matters that strengthens self-awareness, improves intentionality in decision-making, and enhances the ability to think beyond the moment in a pressure-packed, fast-paced, and rapidly changing world. Drawing on David Miller’s two decades of experience teaching professional responsibility and ethics to a diverse audience, including undergraduate and graduate students, entrepreneurs and young professionals, and senior executives and civic leaders, The 5 Questions for Ethical Decisions offers compelling and inspiring stories of moral courage and success, cautionary tales of ethical compromise and failure, plus end-of-chapter takeaways and exercises to help build your “ethical fitness.”

How to Succeed Without Selling Your Soul

The 5 Questions for Ethical Decisions

Why unfettered free-market capitalism endangers democracy—and what to do about it. In Private Power and Democracy’s Decline, Mordecai Kurz explores the relationship between free-market capitalism and democracy. He shows that technology has made capitalism different from what was envisioned in the Age of Enlightenment. Technology creates centers of market power and monopoly concentration that result in a society in which some people are enriched immensely while many workers’ livelihoods are often destroyed. Contrary to conventional thinking, technological competition does not remove market power, which becomes a permanent fixture of free-market capitalism. Such private power creates political inequality and generates forces that cause democracy’s decline and possible destruction. Applying these ideas to the US, Kurz shows that today’s problems begin in the 1980s with the policy of unregulated free-market capitalism. Coupled with the information technology revolution, this created a techno-winner-takes-all economy—leading to a second Gilded Age of unsustainable inequality and extreme political polarization. In the last 50 years, the economy “boomed” for some while leaving the majority of America’s workers behind. Kurz concludes that only regulated capitalism can support democracy so that the benefits of technology are more equally shared and no person’s livelihood is destroyed to enable others to be enriched. To save democracy, he proposes a “restoration-of-livelihood” policy, offering firms managerial flexibility to maintain rising productivity while ensuring that technology does not destroy the livelihood of others.

Why unfettered free-market capitalism endangers democracy—and what to do about it. In Private Power and Democracy’s Decline, Mordecai Kurz explores the relationship between free-market capitalism and democracy. He shows that technology has made capitalism different from what was envisioned in the Age of Enlightenment. Technology creates centers of market power and monopoly concentration that result in a society in which some people are enriched immensely while many workers’ livelihoods are often destroyed. Contrary to conventional thinking, technological competition does not remove market power, which becomes a permanent fixture of free-market capitalism. Such private power creates political inequality and generates forces that cause democracy’s decline and possible destruction. Applying these ideas to the US, Kurz shows that today’s problems begin in the 1980s with the policy of unregulated free-market capitalism. Coupled with the information technology revolution, this created a techno-winner-takes-all economy—leading to a second Gilded Age of unsustainable inequality and extreme political polarization. In the last 50 years, the economy “boomed” for some while leaving the majority of America’s workers behind. Kurz concludes that only regulated capitalism can support democracy so that the benefits of technology are more equally shared and no person’s livelihood is destroyed to enable others to be enriched. To save democracy, he proposes a “restoration-of-livelihood” policy, offering firms managerial flexibility to maintain rising productivity while ensuring that technology does not destroy the livelihood of others.

How to Make Capitalism Support Democracy

Private Power and Democracy's Decline

The goal of security within the supply chain and transportation infrastructure is to effectively mitigate risks while facilitating commerce. Security and business protection measures are at the core of how to maintain consistent and strategic business operations. These expenses are assets that promote reliability to customers, but also serve as

The goal of security within the supply chain and transportation infrastructure is to effectively mitigate risks while facilitating commerce. Security and business protection measures are at the core of how to maintain consistent and strategic business operations. These expenses are assets that promote reliability to customers, but also serve as

Mitigating Threats and Facilitating the Flow of Commerce

Security, Transportation, and the Supply Chain

Beyond the Human Touch: AI's Revolution in Healthcare provides a comprehensive, accessible, and engaging exploration of how Artificial Intelligence (AI) is transforming healthcare. The book aims to serve as a definitive guide for healthcare professionals, policymakers, researchers, and students, offering insights into the practical applications, ethical considerations, and future potential of AI in the healthcare sector. This book benefits the healthcare and AI communities by:¿ Providing a thorough understanding of how AI technologies are being integrated into various aspects of healthcare.¿ Offering practical insights and strategies for implementing AI in clinical and administrative settings.¿ Highlighting the ethical and regulatory considerations necessary for responsible AI adoption.¿ Envisioning the future of AI in healthcare, including its potential to address global health disparities.

AI's Revolution in Healthcare

Beyond the Human Touch

Routledge Research in Information Technology and E-Commerce Law

This book will provide critical insights into Internet governance through an in-depth examination of human rights law and will be of great interest to students and academics with an interest in IT law, Internet regulation and human rights law.

This book will provide critical insights into Internet governance through an in-depth examination of human rights law and will be of great interest to students and academics with an interest in IT law, Internet regulation and human rights law.

A Human Rights Perspective

Internet Governance

Proceedings of a Workshop

Pathways for New Nuclear Development

"In one wide-ranging volume, Lambert and the country reporters demonstrate that law can not only keep up with technological change, but can in fact stay well ahead by anticipating upcoming questions. This comprehensive comparative reference will be invaluable for lawyers and students." (Professor Joshua Fairfield. Washington and Lee University School of Law, Review of a previous edition) Bringing together a global team of authors, the International Handbook of Social Media Laws covers the law relating to social media across 34 countries in total. From influential social media defamation cases in Australia, to tweeting from court, and regulations enforced by the UK's Online Safety Act 2023, this book clearly articulates the main legal issues and developments across various legal jurisdictions, to ensure a company's social media presence is fully compliant with the law of each country. The third edition has been fully updated to incorporate new criminal and civil case law, and covers topics including: - Online abuse, online bullying and cyberbullying laws - Laws or rules specific to children and social media - Bans or restrictions on the use of, or access to, the internet or social media, including the influential TikTok, Inc. v. Garland case in the US - Use of social media as evidence in courts - Hacking and data breach laws. Contributors to the volume each provide coverage of their own country, ensuring the volume is both authoritative and practical. Countries represented include: Argentina, Australia, Belgium, Brazil, Bulgaria, China, Czech Republic, Denmark, El Salvador, Estonia, Finland, France, Germany, Greece, Hungary, India, Ireland, Italy, Malta, Mexico, New Zealand, Norway, Senegal, Serbia, Singapore, Slovenia, South Africa, Spain, Sweden, Switzerland, Taiwan, United Kingdom, United States and Uruguay. This title is included in Bloomsbury Professional's Intellectual Property and IT online service.

International Handbook of Social Media Laws

A new era of SQL Server is here, and this latest edition of Grant Fritchey’s best-selling dive into SQL Server query performance can ensure your queries keep up.

The fundamentals are still here: You’ll learn how statistics and indexes impact performance, how to identify poorly performing queries, and how to discover effective solutions. But this new edition also includes advanced features unique to SQL Server 2025, such as AI integration for automatic tuning, insights on using extended events, automatic execution plan correction, and more. It’s a must-have resource designed to empower you to troubleshoot slow-performing queries and make them run faster than ever.

The book is a treasure trove of instruction, insight, and advice. As you dive in, you’ll encounter key fundamentals, from statistics and data distribution to cardinality and parameter sniffing, and learn to analyze and design your indexes and queries using best practices that prevent performance problems before they occur. You’ll also explore advanced features like Query Store for managing and controlling execution plans, automated performance tuning, and memory-optimized OLTP tables and procedures—and learn how SQL Server 2025 makes it all more powerful and automatable than ever.

What You Will Learn

Use Query Store to understand and easily change query performance

Recognize and eliminate bottlenecks leading to slow performance

Tune queries whether on-premises, in containers, or on cloud platform providers

Implement best practices in T-SQL to minimize performance risk

Design in the performance that you need through careful query and index design

Understand how built-in, automatic tuning can assist your performance enhancement efforts

Protect query performance during upgrades to the newer versions of SQL Server




Who This Book Is For

Developers and database administrators with responsibility for query performance in SQL Server environments, and anyone responsible for writing or creating T-SQL queries and in need of insight into bottlenecks—including how to identify them, understand them, and eliminate them

Troubleshoot and Optimize Query Performance

SQL Server 2025 Query Performance Tuning

Concepts and Practice for the Digital Age

AI Marketing Essentials

Why Machines Learn

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