Altri libri che potrebbero interessarti

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  Interpretability and...

  Aruna Chakkirala

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  Demystify AI Decisions and Master Interpretability and Explainability Today
  Book Description
  Interpretability in AI/ML refers to the ability to understand and explain how a model arrives at its predictions. It ensures that humans can follow the model's reasoning, making it easier to debug, validate, and trust.
  Interpretability and Explainability in AI Using Python takes you on a structured journey through interpretability and explainability techniques for both white-box and black-box models.
  You’ll start with foundational concepts in interpretable machine learning, exploring different model types and their transparency levels. As you progress, you’ll dive into post-hoc methods, feature effect analysis, anchors, and counterfactuals—powerful tools to decode complex models. The book also covers explainability in deep learning, including Neural Networks, Transformers, and Large Language Models (LLMs), equipping you with strategies to uncover decision-making patterns in AI systems.
  Through hands-on Python examples, you’ll learn how to apply these techniques in real-world scenarios. By the end, you’ll be well-versed in choosing the right interpretability methods, implementing them efficiently, and ensuring AI models align with ethical and regulatory standards—giving you a competitive edge in the evolving AI landscape.
  Table of Contents
  1. Interpreting Interpretable Machine Learning
  2. Model Types and Interpretability Techniques
  3. Interpretability Taxonomy and Techniques
  4. Feature Effects Analysis with Plots
  5. Post-Hoc Methods
  6. Anchors and Counterfactuals
  7. Interpretability in Neural Networks
  8. Explainable Neural Networks
  9. Explainability in Transformers and Large Language Models
  10. Explainability and Responsible AI      
  
  Index

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  Open Wide - Essays on Navigating...

  Edward M Feinberg DMD

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  Open Wide is a book that provides a detailed guide of the ramifications on the future of dental care. It also includes essays with constructive advice and inspiring tips on leadership development skills that can help in uplifting the dental professionals to thrive in their career. This book will not only discuss the problems but also identify and address the root causes of certain issues. 
  This comprehensive guide delves into the ongoing issues that the dental industry faces. Edward Feinberg DMD offers insightful perspectives on the difficulties encountered by both students and fresh graduates in the field. Open Wide is an essential book for anyone in the dental profession who is looking for a reliable source to stay informed about the issues and challenges that can help dental professionals in navigating the complexity of modern dentistry. 
  In this book, Readers will learn about:Incorrect approaches adopted by the entire profession for full coverage restorative dentistry.Issues that are facing students and recent graduates that will impact the quality of overall dental care delivered to the public.The most effective ways to navigate the complexity of the dental industry. 
  This is for dental professionals and for anyone who wants to learn more about the ongoing challenges in the dental care industry. This book is packed with insightful ideas on how to help the industry address these issues. It also uplifts dental professions with advice on how to thrive in their career. To find out more, grab a copy now!

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  Skyway - The True Story of Tampa...

  Bill DeYoung

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  On the morning of May 9, 1980, harbor pilot John Lerro was guiding a 600-foot freighter, the Summit Venture, into Tampa Bay. Directly in the ship's path was the Sunshine Skyway Bridge. Suddenly, a violent weather cell reduced visibility to zero at the precise moment when Lerro attempted to direct the 20,000-ton vessel underneath the bridge. Unable to stop or see where he was going, Lerro drove the ship into a support pier. 
   
   
   
  Skyway tells the entire story of this horrific event, from the circumstances that led up to it through the years-long legal proceedings. Bill DeYoung pieces together the harrowing moments of the collision, including the accounts of witnesses and survivors. 
   
   
   
  Among those whose lives were changed forever was Wesley MacIntire, the motorist whose truck ricocheted off the hull of the Summit Venture and sank. The lone survivor, MacIntire, like Lerro, was emotionally scarred and remained haunted by the tragedy for the rest of his life. 
   
   
   
  DeYoung offers a history of the ill-fated bridge, from its construction in 1954, through the addition of a second parallel span in 1971, to its eventual replacement. The result is a detailed portrait of the rise and fall of a Florida landmark.

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  Lean Startup - Creating a...

  Tom Lesley

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  The Lean Startup is a groundbreaking book that provides a new approach to building successful businesses. Based on the principles of lean manufacturing, the Lean Startup approach emphasizes rapid experimentation, iterative development, and continuous improvement. In this book, author Eric Ries provides a step-by-step guide to building a successful business using Lean Startup techniques. 
  The book is designed to help entrepreneurs and small business owners create products and services that customers actually want. By using the Lean Startup approach, businesses can test their assumptions and ideas quickly and efficiently, minimizing the risks and costs of failure. The book also provides guidance on how to measure progress, how to adapt to changing market conditions, and how to pivot when necessary. 
  The Lean Startup has become a classic in the business world, with its ideas and techniques being embraced by startups and established companies alike. Whether you are an entrepreneur just starting out or an established business looking to innovate and grow, this book provides a valuable roadmap for building a successful and sustainable business. 
   

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  Mortality

  Christopher Hitchens

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  On June 8, 2010, while on a book tour for his bestselling memoir, Hitch-22, Christopher Hitchens was stricken in his New York hotel room with excruciating pain in his chest and thorax. As he would later write in the first of a series of award-winning columns for Vanity Fair, he suddenly found himself being deported "from the country of the well across the stark frontier that marks off the land of malady." Over the next eighteen months, until his death in Houston on December 15, 2011, he wrote constantly and brilliantly on politics and culture, astonishing readers with his capacity for superior work even in extremis.  Throughout the course of his ordeal battling esophageal cancer, Hitchens adamantly and bravely refused the solace of religion, preferring to confront death with both eyes open. In this riveting account of his affliction, Hitchens poignantly describes the torments of illness, discusses its taboos, and explores how disease transforms experience and changes our relationship to the world around us. By turns personal and philosophical, Hitchens embraces the full panoply of human emotions as cancer invades his body and compels him to grapple with the enigma of death.Mortality is the exemplary story of one man's refusal to cower in the face of the unknown, as well as a searching look at the human predicament. Crisp and vivid, veined throughout with penetrating intelligence, Hitchens's testament is a courageous and lucid work of literature, an affirmation of the dignity and worth of man.

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  The Cyber-Elephant In The...

  Mathieu Gorge

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  We’ve all read the cybersecurity horror stories: a prominent company exposes the private information of their customers only to scramble after the fact to apologize and safeguard the data. Cybersecurity is often an afterthought, a much lower priority than profit—until a data breach threatens the bottom line anyway. 
   
  In The Cyber-Elephant in the Boardroom, data security expert and CEO Mathieu Gorge, along with a host of guests, shows why protecting a company’s data should be top of mind for C-suites and corporate boards. With the innovative 5 Pillars of Security Framework, any C-level executive can understand their organization’s cyber risk and the steps they need to take to protect their information. There’s a cyber-elephant in the boardroom and it needs to be addressed!

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