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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  Time Series Feature Engineering...

  Simon Winston

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  This comprehensive guide is your key to unraveling the mysteries hidden within sequential data, whether you're navigating financial markets, predicting climate patterns, or optimizing business operations. 
  From seasoned data scientists to curious beginners, this book provides a rich exploration of time series feature engineering, demystifying the complexities of temporal data analysis. Dive into the intricacies of identifying trends, capturing seasonality, and decoding the hidden patterns that define time-varying phenomena. With practical examples, hands-on exercises, and real-world applications, you'll gain the skills to transform raw temporal data into actionable insights. 
  Discover the art of crafting meaningful features that empower your predictive models. Whether you're dealing with daily stock prices, hourly energy consumption, or monthly sales figures, "Temporal Insights" equips you with the knowledge to engineer features that resonate with the rhythm of your data. 
  "Time Series Feature Engineering" is your compass through the dynamic landscape of time series feature engineering. Whether you're aiming to forecast stock prices, predict customer demand, or optimize resource allocation, this book empowers you to harness the temporal dimension of data and extract meaningful insights that stand the test of time. Elevate your data science journey with the indispensable skills offered in " Time Series Feature Engineering: Unveiling Patterns and Trends through Time Series Feature Engineering." 
   

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  Content Management

  Sunshine Doson

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  Content Management: The Ultimate Guide to Marketing and Content Creation, Learn the Tricks on How to Create Engaging Content That Will Surely Attract Massive AudienceContent marketing is used to establish you as a subject matter expert, which leads to an increase in your company’s revenue, as well as having a high-profit potential. The content strategy that you first develop will grow and evolve. For your strategy to be healthy and productive, you must include many different elements. There are two main types of content that you will have to consider when developing your strategy; recurring content and content assets.Creating informative and engaging content for your business can feel confusing and discouraging. When it comes to content marketing, it is imperative to develop a complete and detailed blueprint to ensure that your company will see a substantial return on its marketing investment.This audiobook will give you tips on how to come up with well-crafted content that will bring targeted traffic to your site. Discover how to plan a content marketing strategy that will work for your business and how to create compelling content that can help your business build strong relationships with your customers.If you want to learn more about how you can have a successful content marketing strategy for your business, scroll up and click "add to cart" now.

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  Pompeii - History of the Roman...

  Kelly Mass

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  Pompeii was an ancient Roman city situated near modern-day Naples in the Campania region of Italy, within what is now the comune of Pompei. It thrived as a bustling urban center until the catastrophic eruption of Mount Vesuvius in AD 79. This violent explosion buried Pompeii, along with the neighboring cities of Herculaneum and several luxurious villas in the surrounding countryside, including those at Boscoreale and Stabiae, beneath a thick blanket of volcanic ash and pumice. The depth of this sudden entombment ranged from four to six meters (13 to 20 feet), sealing the city and its inhabitants in a chilling moment of suspended animation.  
  When excavations began centuries later, Pompeii revealed itself as an unprecedented time capsule of Roman life. The city was preserved in remarkable detail, offering a rare and invaluable glimpse into the daily routines, architectural styles, and cultural expressions of its people. However, the early excavations, conducted with rudimentary methods, often led to the destruction of crucial evidence. Despite these losses, Pompeii remains one of the most well-documented archaeological sites, providing scholars with insights into the lives of Romans that would have otherwise been lost to history. 

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  Applied AI and Machine Learning...

  Alan Murray

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  Applied AI and Machine Learning for Beginners is a comprehensive guide designed to introduce readers to the exciting world of artificial intelligence and machine learning. Whether you're a student, professional, or curious enthusiast, this book offers a clear, step-by-step approach to understanding and applying AI and machine learning concepts, even if you have no prior experience in the field. 
  Starting with the basics, the book covers the essential theories behind AI and machine learning, breaking down complex concepts into easy-to-understand language. You'll explore popular algorithms, data preparation techniques, and tools such as Python, TensorFlow, and Scikit-learn, all with hands-on examples to build your confidence. 
  In addition to theory, this book emphasizes real-world application. Through practical projects and tutorials, you’ll learn how to work with datasets, build models, and solve problems using AI and machine learning techniques. You’ll also discover how these technologies are transforming industries such as healthcare, finance, and automation. 
  By the end of this book, you'll have a solid foundation in AI and machine learning and the practical skills needed to start building your own models. Whether you're aiming to pursue a career in this growing field or simply want to understand how AI and ML are shaping the future, Applied AI and Machine Learning for Beginners is the perfect starting point.

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  Life Giving Dementia Care -...

  Toni Kanzler

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  Learn to understand and care for those with dementia or Alzheimer’s in this indispensable guide, winner of a 2021 Best Indie Book Award. 
  If you are caring for a parent who has dementia or Alzheimer's disease, what do you do first and where can you get help?  
  Written by a daughter who provided care for her mom, Life Giving Dementia Care is an easy-to-read, non-technical Amazon bestselling book (May 2021) that walks you step-by-step through dealing with all stages of dementia or Alzheimer's care. It’s like you’re chatting with a friend who has “been there and done that,” candidly sharing their own fears, pain, joys, and lessons learned as a caregiver.  
  Featuring useful chapter takeaway summaries and an appendix with helpful resources and comments by other caregivers, inside you’ll learn:how to spot early signs and get a diagnosisunderstand and manage their mental and physical decline and increasing medical needswork with day-care, in-home, and nursing homesmake financial, legal, and funeral plansand finally, how to care for yourself and recover 
  The key purpose of this essential book is to help caregivers be confident, and even experience joy, as they provide care for a parent, the elderly, or other adults with dementia or Alzheimer’s. Life Giving Dementia Care, a book about Alzheimer’s and dementia care, will help both family members and caregivers understand and meet the many challenges of this disease. Buy a copy now for yourself and a friend.

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