Outros livros que poderiam interessá-lo

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  Data Scaling and Normalization -...

  Chuck Sherman

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  "Data Scaling and Normalization: A Comprehensive Guide to Enhancing Data Quality and Model Performance" offers an in-depth exploration of the crucial techniques used in preprocessing data to enhance the quality of machine learning models. Designed for data scientists, machine learning engineers, and analysts, this book provides a clear and comprehensive understanding of how scaling and normalization techniques impact model accuracy, efficiency, and interpretability. 
  Inside, you'll find detailed explanations of the core concepts of data scaling and normalization, including Min-Max scaling, Z-score normalization, robust scaling, and more. The book covers when and how to apply these techniques to various types of data, from numerical to categorical, and explores their role in improving model convergence, reducing biases, and enhancing generalization. 
  Key topics include:The importance of data scaling and normalization in preparing data for machine learning modelsPractical applications of scaling and normalization methods across different machine learning algorithmsReal-world examples and case studies showcasing the impact on model performanceAdvanced techniques and considerations for scaling complex datasetsBest practices for ensuring data quality through preprocessing 
  With step-by-step guidance, code examples, and expert insights, this book is an essential resource for anyone looking to master data preprocessing and take their machine learning models to the next level.  
  This comprehensive guide will help you understand the nuances of scaling and normalization and how they directly affect the success of your machine learning projects. 
   

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  Hack to the Future - How World...

  Emily Crose

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  In Hack to the Future: How World Governments Relentlessly Pursue and Domesticate Hackers, veteran information security professional Emily Crose delivers a deep dive into the history of the United States government's nuanced relationship with hacker culture and the role the latter has played in the former's domestic policy and geopolitics. In the book, you'll learn about significant events that have changed the way the hacking community has been perceived by the public, the state, and other hackers. 
   
   
   
  The author explains how the US government managed to weaponize a subculture widely seen as misanthropic and awkward into a lever of geopolitical power. You'll also discover how the release of the Morris worm and the Melissa virus changed the way hackers were seen and treated in the United States; how different government agencies, including the National Security Agency and NASA, treated—and were treated by—domestic hackers; and how hacking went from being an exclusive hobby for socially awkward nerds to a substantial lever of geopolitical power in just a few decades. 
   
   
   
  Perfect for anyone with an interest in hacking, tech, infosec, and geopolitics, Hack to the Future is a must-listen for those who seek to better their understanding of the history of hacking culture and how we got to where we are today.

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  Comprehensive Guide to Machine...

  SAM CAMPBELL

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  In this accessible and engaging guide, we take you on a step-by-step exploration of machine learning, breaking down complex ideas into bite-sized pieces for beginners. Whether you're a student, professional, or someone curious about the future of technology, this book equips you with the knowledge needed to navigate the exciting field of machine learning. 
  "Comprehensive Guide to Machine Learning for Beginners: " is your comprehensive guide to unraveling the complexities of machine learning. Empower yourself with the knowledge to contribute to the exciting and rapidly evolving world of artificial intelligence. Whether you're taking your first steps or seeking to deepen your understanding, this book is your key to unlocking the potential of machine learning. Start your journey today! 
   

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  The Singularity Paradox -...

  Valerie Vogue

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  Artificial intelligence (AI) has evolved from the realm of science fiction to become an integral part of modern society, influencing nearly every aspect of human life. This transformative technology, once envisioned as futuristic and far-fetched, is now a driving force behind innovations in industries ranging from healthcare to transportation, and it continues to reshape the way we live and work. 
  The foundations of AI were laid in the mid-20th century when pioneers like Alan Turing and John McCarthy began exploring the possibilities of creating machines that could think and learn like humans. Turing's groundbreaking concept of the Turing Test challenged the scientific community to consider whether a machine could exhibit intelligent behavior indistinguishable from that of a human. This sparked a wave of research and experimentation, leading to the development of early AI systems capable of performing tasks like solving mathematical problems and playing chess. 
  Over the decades, AI has undergone significant milestones, including the advent of machine learning and neural networks in the 1980s and 1990s. These advancements enabled computers to learn from data, improving their performance over time without explicit programming. The introduction of deep learning in the early 2000s marked another leap forward, as AI systems began to process vast amounts of information, recognize patterns, and make predictions with unprecedented accuracy. This era saw breakthroughs such as speech recognition, image processing, and the rise of personal digital assistants like Siri and Alexa.

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  The Brain Savers - How a Scrappy...

  Colin T. McDonald, Bonnie...

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  A FULL CAST PERFORMANCE, FEATURING HOLLYWOOD ACTORS, SOUND EFFECTS, AND AN ORIGINAL SCORE! 
  From the authors of the New York Times bestseller, The Barefoot Spirit, and the Audie Award finalist, genre-bending audiobook of the same name, comes a story of vision and invention, failure and setbacks, mistakes and lessons. Business Audio Theatre presents a Sherwood Players Production, The Brain Savers, the true story of how a scrappy startup used technology to put the humanity of patients first and ended up changing medicine forever. 
  Amid the internet boom of the mid-2000s, a band of entrepreneurs stood at the intersection of medicine, technology, and business. They saw a solution to the crucial problems of emergency care, which was too often handicapped by underfunding, overscheduled specialists, archaic practices, and onerous equipment. Through pioneering telemedicine and new inventions like the portable CT scanner, the founders of Specialists on Call (S.O.C.) did more than just make emergency care better, faster, and more humane; they brought health care, which is often described as the slowest industry in America to change, into the 21st Century.   
  This is Dr. Colin McDonald’s story of how S.O.C. came to be. After leaving a cushy teaching position at Harvard, it took years of pursuing a single objective, then changing on a dime, to create S.O.C. In the end, what he created was a system that saved lives—and continues to save lives today. 
  Some of these hard-learned lessons are complex, while others are so timeless they almost sound cliché (“trust your vision and your moral compass, change when you must, just keep going”), but they are far from cliché for the founders of S.O.C. Theirs is a story of people with imagination and drive who wanted to make the world better, who trusted their ideas and each other, and who, despite everything, kept on going!

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  A Rare Recording of Carl Sagan...

  Carl Sagan

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  Carl Edward Sagan (November 9, 1934 to December 20, 1996) was an American astronomer, planetary scientist and science communicator. His best known scientific contribution is his research on the possibility of extraterrestrial life, including experimental demonstration of the production of amino acids from basic chemicals by exposure to light. He published more than 600 scientific papers and articles, and was author, co-author or editor of more than 20 books, including the bestseller, The Dragons of Eden. The following recording is Sagan's 1985 testimony before the US Congress on climate change.

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