Otros libros que te pueden interesar

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  Ultimate Machine Learning with...

  Parag Saxena

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  Master the Art of Data Munging and Predictive Modeling for Machine Learning with Scikit-Learn
  Book Description
  “Ultimate Machine Learning with Scikit-Learn” is a definitive resource that offers an in-depth exploration of data preparation, modeling techniques, and the theoretical foundations behind powerful machine learning algorithms using Python and Scikit-Learn.
  Beginning with foundational techniques, you'll dive into essential skills for effective data preprocessing, setting the stage for robust analysis. Next, logistic regression and decision trees equip you with the tools to delve deeper into predictive modeling, ensuring a solid understanding of fundamental methodologies. You will master time series data analysis, followed by effective strategies for handling unstructured data using techniques like Naive Bayes.
  Transitioning into real-time data streams, you'll discover dynamic approaches with K-nearest neighbors for high-dimensional data analysis with Support Vector Machines(SVMs). Alongside, you will learn to safeguard your analyses against anomalies with isolation forests and harness the predictive power of ensemble methods, in the domain of stock market data analysis.
  By the end of the book you will master the art of data engineering and ML pipelines, ensuring you're equipped to tackle even the most complex analytics tasks with confidence.
  Table of Contents
  1. Data Preprocessing with Linear Regression
  2. Structured Data and Logistic Regression
  3. Time-Series Data and Decision Trees
  4. Unstructured Data Handling and Naive Bayes
  5. Real-time Data Streams and K-Nearest Neighbors
  6. Sparse Distributed Data and Support Vector Machines
  7. Anomaly Detection and Isolation Forests
  8. Stock Market Data and Ensemble Methods
  9. Data Engineering and ML Pipelines for Advanced Analytics
  Index

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  Living with the Algorithm:...

  Tim Clement-Jones

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  An authoritative guide to what is needed for AI governance and regulation from expert authors internationally involved in the practical world of AI. This book tackles the question of why AI is a distinct challenge from other technologies and how we should seek to implement innovation-friendly approaches to regulation. It sets out many of the risks to be considered, why regulation is needed, and the form this should take to promote international convergence on AI governance and the responsible deployment of AI.
  This is a highly readable prescription for AI governance and regulation designed to encourage the technological goals of humanity whilst ensuring that potential risks are mitigated or prevented and, most importantly, that AI remains our servant and does not become our master.

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  The Medicine Chest - A...

  Jarol Boan

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  An examination of the barriers facing Indigenous people within the healthcare system from the perspective of an empathetic settler physician 
  After leaving her medical practice in Pennsylvania in 2011, Jarol Boan returned to her childhood home in Saskatchewan, Canada to practice medicine. There she found a healthcare system struggling with preventable chronic diseases and institutional racism. Shocked by the high rate of preventable diseases in her patients, Boan realized that a paternalistic deficit model does not support Indigenous communities. Through working to provide medical services in Indigenous communities and learning firsthand from her Indigenous patients, Boan embarked on a road to enlightenment and reconciliation. 
  In The Medicine Chest, Boan exposes the healthcare disparities in a country that prides itself on an equitable healthcare system and examines the devastating effects of diabetes, the myth of “the drunken Indian,” the inner workings of hospitals, Missing and Murdered Indigenous Women and Girls, epidemics on reserves, and residential school trauma. Exploring the intersectionality of common diseases and social determinants of health gained from her experience of caring for Indigenous patients, Boan weaves historical data, comments on health policy, and jurisdictional gaps into the narrative while investigating how Canada’s healthcare system is failing those most in need.

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  The Story of Philosophy - The...

  Will Durant

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  The Story of Philosophy is a captivating intellectual journey that explores the evolution of human thought and the enduring legacy of great thinkers throughout history. Written by the renowned author Will Durant, this monumental work provides readers with a comprehensive overview of the world's philosophical traditions, from ancient Greece to the modern era. 
  Through 11 volumes, each dedicated to a specific philosopher or philosophical era, Durant delves into the intricacies of thought, revealing the profound impact of philosophy on human civilization. From Plato's idealism to Aristotle's empirical inquiry and Francis Bacon's scientific revolution, this series offers a deep dive into the intellectual tapestry of human history. 
  The Story of Philosophy is a timeless exploration of the quest for knowledge and wisdom, making it essential reading for anyone curious about the foundations of human thought."

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  Understanding the Heart -...

  Stephen Hussey

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  Heart disease is the number-one killer in the world. Despite ever-advancing medical procedures and more powerful pharmaceutical drugs, the rate of heart disease continues to rise. According to Dr. Stephen Hussey, this is due in part to misunderstandings about how the heart really functions and how to keep it healthy. These misunderstandings result in improper medical approaches and off-target intervention therapies. As a type 1 diabetic, Dr. Hussey has always known that he was at two to four times greater risk of developing heart disease. As a result, he has dedicated his entire adult life to understanding the heart, to prevent himself from becoming a statistic. And then his worst nightmare came true. Dr. Hussey suffered a “STEMI,” a blockage in the left anterior descending artery of his heart. STEMIs are typically so fatal that they are known as “widowmakers.” Only twelve percent of those who experience them outside of a hospital setting survive. Dr. Hussey was among the lucky twelve percent, but faced a difficult decision during his recovery: follow the standard of care laid out for him by the attending cardiologist or politely decline and apply everything he’d learned about the heart to a recovery protocol that would look massively different than what the doctors were recommending. In Understanding the Heart, Dr. Hussey shares the information that guided him through the highest-stakes decision of his life.

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  Forex Trading Fundamentals - An...

  Lucas Carter

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  "Forex Trading Fundamentals: An Introduction to Currency Markets" is a thorough manual created to assist novices in comprehending the fundamentals of Forex trading. Being the biggest and most liquid financial market in the world, the Forex market offers traders a wide range of chances to exchange currencies. It is open around the clock. This book provides readers with the essential knowledge to begin trading by giving them a basic understanding of how currency markets operate. 
  Explore the fundamental ideas of foreign exchange trading (Forex) in this section, including currency pairs, market players, and exchange rate influencing variables. Using charts, patterns, and economic indicators, the book explores both technical and fundamental analysis and demonstrates how traders may utilize them to make well-informed trading decisions. Regardless of prior financial experience, this book makes Forex trading approachable by demystifying complicated ideas. 
  "Forex Trading Fundamentals" also highlights the significance of risk management and offers methods for safeguarding your capital in this volatile market. This book gives you the tools you need to get started with confidence, whether your goal is to trade full-time, or you just want to know how different currencies work. 
  With the direction and understanding you need to navigate the currency markets, your adventure into the fascinating world of Forex begins here.

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