Outros livros que poderiam interessá-lo

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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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  The Quantum Darkness -...

  Dirk Fallon

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  At its core, quantum mechanics reveals that particles at the smallest scales do not adhere to the deterministic laws of classical physics. Instead, particles such as electrons and photons behave in ways that are probabilistic and inherently uncertain. One of the fundamental aspects of this theory is the dual nature of matter and light. The concept of wave-particle duality suggests that entities can exhibit both wave-like and particle-like characteristics depending on the experimental setup used to observe them. This duality led to groundbreaking experiments that demonstrated light interfering with itself and particles existing in multiple states simultaneously. 
  Central to quantum mechanics is the uncertainty principle, which posits that certain pairs of physical properties, like position and momentum, cannot both be precisely known at the same time. This principle does not imply a lack of precision in measurement techniques but rather indicates an intrinsic property of the quantum world. The probabilistic nature of these measurements means that we can only predict the likelihood of finding a particle in a particular state rather than determining its exact state. Such ideas were not only philosophically challenging but also required a fundamental rethinking of what it means to "know" something in the realm of physics.

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  Let's Talk About Safety - 19...

  Anton Guinea

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  Since a workplace incident, Anton Guinea has been a changed man. He changed the way he worked, to prevent being injured again. He changed his career to allow him to speak to people around the world about safety, and he changed his outlook on life. 
  In this book, Anton considers some of the most important safety topics that he hears from employees and he replies to each of these topics in a very conversational style. This book is a one on one chat with a worker who could be you, someone you work with or someone in your company. 
  Anton's approach is down to earth, and he works with his 'mate' to explore how employees can better understand the safety process and how they can continue to work safely.

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  Video Marketing Advantage Bundle...

  Jennie Cosim, Raya Martin

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  Video Marketing Advantage Bundle, 2 in 1 Bundle: Video Marketing Success and Video Influencer 
  Unlock the full potential of video marketing with the Video Marketing Advantage Bundle. This 2-in-1 audiobook bundle is your essential guide to mastering the art of video content creation and using it to boost your business, attract customers, and build a powerful brand presence online. 
  This bundle includes: 
  Video Marketing Success: A Guide on How to Use Videos and Video Marketing to Attract Customers, Boost Your Sales, and Skyrocket Your Business to Success 
  Dive into the world of video marketing with this comprehensive guide that teaches you how to leverage the power of video content to captivate your audience, drive engagement, and increase sales. Learn practical strategies to create impactful videos, craft compelling messages, and turn viewers into loyal customers. 
  Video Influencer: Discover the World of Video Marketing and How It Can Boost Your Brand Awareness and Help Your Business Succeed 
  Explore the influencer side of video marketing and discover how to use videos to establish a strong brand identity, build trust with your audience, and position yourself as an authority in your niche. This audiobook provides actionable tips to stand out in the crowded digital landscape and make your brand unforgettable. 
  Whether you're new to video marketing or looking to elevate your existing strategy, the Video Marketing Advantage Bundle is packed with expert insights, proven techniques, and real-world advice to help you create videos that deliver results. 
  Start building your video marketing advantage today and take your business to new heights with the Video Marketing Advantage Bundle!

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  Between Ape and Human - An...

  Gregory Forth

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  While doing fieldwork on the remote Indonesian island of Flores, anthropologist Gregory Forth came across people talking about half-apelike, half-humanlike creatures that once lived in a cave on the slopes of a nearby volcano. Over the years he continued to record what locals had to say about these mystery hominoids while searching for ways to explain them as imaginary symbols of the wild or other cultural representations. 
   
   
   
  In Between Ape and Human, we follow Forth on the trail of this mystery hominoid, and the space they occupy in islanders' culture as both natural creatures and as supernatural beings. In a narrative filled with adventure, Lio culture and language, zoology and natural history, Forth comes to a startling and controversial conclusion. 
   
   
   
  Unique, important, and thought-provoking, this book will appeal to anyone interested in human evolution, the survival of species (including our own), and how humans might relate to 'not-quite-human' animals. A must-listen for all those interested in cryptozoology, it is the only firsthand investigation by a leading anthropologist into the possible survival of a primitive species of human into recent times—and its coexistence with modern humans.

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  Mechanics - Chemical and...

  Phil Gilberts

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  This book consists of two titles: 
  1 - Chemical engineering is a multidisciplinary field that integrates principles from chemistry, physics, mathematics, and economics to tackle complex challenges across a diverse range of industries. At its core, chemical engineers focus on efficiently harnessing, transforming, and transporting chemicals, materials, and energy on a large scale. This involves not only designing and optimizing processes but also understanding the fundamental properties of substances and the underlying mechanisms governing their behavior. 
  One of the primary areas of focus for chemical engineers is process design and optimization. They develop innovative processes for the production of chemicals, fuels, pharmaceuticals, and materials, striving to maximize efficiency, minimize waste, and ensure safety. This often involves breaking down complex systems into manageable unit operations, such as distillation, reaction kinetics, heat transfer, and separation techniques, which are then studied and optimized individually to achieve specific goals within a larger process framework. 
  2 - Mechanical technology encompasses a broad spectrum of techniques and tools used in the design, analysis, manufacturing, and maintenance of mechanical systems. This field merges principles from physics, engineering, and materials science to create and improve machinery and devices that perform specific functions.

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