Otros libros que te pueden interesar

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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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  Trivia That Make You Sleep Fast

  Meditative Sleep

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  Do you struggle to fall asleep at night? Are your thoughts racing, making it impossible to quiet your mind? Trivia That Makes You Sleep Fast is the perfect solution! This unique audiobook is packed with hilariously useless facts designed to lull you into a peaceful slumber. 
  From utterly random tidbits about obscure history to mind-numbing trivia about the most mundane things, every minute is crafted to gently bore your mind into tranquility. Did you know there’s a town in Norway that has a penguin for a knight? Or that honey never spoils? These are the types of irrelevant (but oddly fascinating) facts that will have you drifting off before you realize it. 
  Perfect for insomniacs, overthinkers, or anyone who just needs a break from the chaos of life, Trivia That Makes You Sleep Fast is like a cozy bedtime story for adults—minus the drama or complexity. Pop in your headphones, press play, and let your mind wander into dreamland. 
  Say goodbye to sleepless nights and hello to the most relaxing, oddly informative bedtime routine ever.

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  Under Alien Skies - A...

  Philip Plait PhD

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  A rip-roaring tour of the cosmos with the Bad Astronomer, revealing the sky as never seen before―from everywhere but Earth. 
   
  How would Saturn’s rings look from a spaceship sailing just above them? If you were falling into a black hole, what’s the last thing you’d see before your spaghettification? What would it be like to visit the faraway places we currently experience only through high-powered telescopes and robotic emissaries? Faster-than-light travel may never be invented, but we can still take the scenic route through the universe with renowned astronomer and science communicator Philip Plait. 
   
  On this lively, immersive adventure through the cosmos, Plait draws ingeniously on the latest scientific research to transport readers to ten spectacular sites, from our own familiar Moon to the outer reaches of our solar system and far beyond. Whether strolling through a dust storm under Mars’ butterscotch sky, witnessing the birth of a star, or getting dizzy in a technicolor nebula, Plait is an illuminating, entertaining guide to the most otherworldly views in our universe.

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  CHAT GPT: The Dark Side of (AI)...

  Ivan Venyamin

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  "Chat GPT: The Dark Side of Artificial Intelligence" is a compelling and informative book that explores the negative impacts of AI on our society. Through expert insights, case studies, and critical analysis, the book provides a comprehensive examination of the ethical considerations and challenges associated with AI development. It delves into issues such as privacy, bias, environmental impact, healthcare, education, politics, and the arts. The book offers recommendations for mitigating the negative impacts of AI and creating a more equitable and just society. This book is a must-read for anyone interested in understanding the complexities of AI and its impact on our world.

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  On the Origin of Species

  Charles Darwin

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  Charles Darwin's seminal work published in 1859, presents the theory of evolution through natural selection. The book outlines how species change over time, with variations in physical and behavioral characteristics allowing organisms better suited to their environment to survive and reproduce, passing on favorable traits to future generations. Darwin cites evidence from his observations, experiments, and research, including on his voyage aboard the HMS Beagle, to argue that all life shares a common ancestor and that the diversity of species arises through this process of gradual evolution, rather than through special creation as widely believed at the time. The book challenged prevailing religious and scientific views, sparking intense debate, but Darwin's theory of natural selection has since become the foundation of modern evolutionary biology.

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  Advanced Analytics with Power BI...

  Dejan Sarka

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  Empowering You to Master Business Intelligence and Solve Real-world Analytical Problems.DESCRIPTIONIn today's analytics landscape, proficiency in Excel and Power BI is practically a prerequisite for a successful career. This book provides a concise yet comprehensive exploration of these foundational elements of modern Business Intelligence (BI).Comprising ten chapters, this book covers the entire development journey of a Power BI analytical solution, spanning from data modeling and preparation to report creation, publication, and dashboard and app deployment. It offers insights into security measures and performance optimization, ensuring a well-rounded understanding of the BI ecosystem. Furthermore, it delves into advanced topics, such as leveraging data science algorithms within reports, offering readers an extensive learning experience. The book takes a holistic approach to these technologies, offering a contrast to the narrow perspectives often adopted by contemporary BI professionals who rely solely on a single tool or language. The book allows data enrichment through calculations that can be achieved using various languages, including SQL queries at the source, Power Query Formula Language, M, Python, R, and DAX. By the end of this book, you will master these options but be able to also weigh their pros and cons to make informed decisions.TABLE OF CONTENTS 1. Introducing the Theoretical Background for Democratizing Analytics2. Acquiring and transforming data from multiple sources3. Power Query Transformations and Formula Language (M) Overview4. Building a simple analytical solution with Power Pivot in Excel5. Enhancing the model and business analysis with DAX6. Creating reports in Power BI Desktop7. Using the Power BI Service8. Data Science in Power BI 9. Optimizing Power BI models and reports10. Deploying, Maintaining, and Securing Power BI Assets       Index

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