Outros livros que poderiam interessá-lo

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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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  Tracks - A Journey Through...

  Kevin J. Last

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  Tracks: A Journey Through Metroland tells the story of Metroland and the development of suburbia that grew alongside the Metropolitan Railway. Originally the brainchild of eminent Victorians, the Metropolitan grew to become the queen of underground lines, eventually expanding to a point some fifty miles outside London. Author Kevin J. Last describes how the concept of Metroland was an aspiration for several levels of society, promising a better lifestyle well away from the deprivations of wartime. The idea that the working man could live comfortably outside the smoke in individually designed houses would mean that he could also thrive at work, largely due to the regular service offered by the new railway. This was quite exceptional in that, while nominally an underground line, most of the Met's route was above ground and, in length, went far beyond other similar lines, far out into the Buckinghamshire countryside. Not marked on any map, Metroland is as much a concept of the mind as a real place.

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  Coastal Waves and Forest Birds -...

  Greg Cetus

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  Dive into tranquillity with "Coastal Waves and Forest Birds," an immersive audio experience blending the soothing rhythm of ocean waves with the gentle chirping of forest birds. Find solace in the harmonious union of nature's symphony, as the calming sounds of the coast meet the serene melodies of the forest. Perfect for meditation, let the gentle waves and bird songs guide you to a state of inner peace and relaxation.

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  Systemic - How Racism Is Making...

  Layal Liverpool

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  Layal Liverpool spent years bouncing from doctor to doctor, each one failing to diagnose her dermatological complaint. Just when she'd grown used to the idea that she had an extremely rare and untreatable skin condition, one dermatologist, after a quick exam, told her that she had a classic (and common) case of eczema and explained that it often appears differently on darker skin. Her experience stuck with her, making her wonder whether other medical conditions might be going undiagnosed in darker-skinned people and whether racism could, in fact, make people sick. 
   
   
   
  The pandemic taught us that diseases like Covid disproportionately affect people of color. Here, Liverpool goes a step further to show that this disparity exists for all types of illness and that it is caused by racism. In Systemic, she shares her journey to show how racism, woven into our societies, as well as into the structures of medicine and science, is harmful to our health. Refuting the false belief that there are biological differences between races, she goes on to show that racism-related stress and trauma can however, lead to biological changes that make people of color more vulnerable to illness, debunking the myth of illness as the great equalizer. Liverpool reveals the fatal stereotypes that keep people of color undiagnosed, untreated, and unsafe, and tells us what we can do about it.

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  Last Coral The: A Love Letter to...

  Alex Southwick

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  Beneath the waves, one of Earth’s most extraordinary ecosystems is fading from colour to white. Coral reefs — the rainforests of the sea — are dying at an unprecedented rate, taking with them a quarter of all marine life and the livelihoods of millions who depend on them. 
  In The Last Coral, Alex Southwick journeys from the Great Barrier Reef to the islands of the Pacific, tracing the human and ecological story of the planet’s most fragile wonder. Through scientists, divers, and coastal communities, Southwick captures both the urgency of the crisis and the fierce devotion of those fighting to preserve what remains. 
  This is not just a tale of loss, but of endurance — of reefs regenerating in unlikely places, and of people refusing to surrender to despair. 
  Measured, moving, and unsentimental, The Last Coral asks what it means to love something vanishing — and whether that love might yet be enough to bring it back.

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  Seven Days that Divide the World...

  John C. Lennox

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  Now revised and updated--John Lennox's acclaimed method of reading and interpreting the first chapters of Genesis without discounting either science or Scripture.  
  What did the writer of Genesis mean by "the first day?" Are the seven days in Genesis 1 a literal week or a series of time periods? If I believe that the earth is 4.5 billion years old as cosmologists believe, am I denying the authority of Scripture? 
  With examples from history, a brief but thorough exploration of the major interpretations, and a look into the particular significance of the creation of human beings, Lennox suggests that Christians can heed modern scientific knowledge while staying faithful to the biblical narrative. He moves beyond a simple response to the controversy, insisting that Genesis teaches us far more about the God of Jesus Christ and about God's intention for creation than it does about the age of the earth. 
  With this book, Lennox offers a careful and accessible introduction to a scientifically-savvy, theologically-astute, and Scripturally faithful interpretation of Genesis. 
  Since its publication in 2011, this book has enabled many readers to see that the major controversy with which it engages can be resolved without compromising commitment to the authority of Scripture. In this newly revised and expanded edition, John clarifies his arguments, responds to comments and critiques of the past decade since its first publication. In particular, he describes some of the history up to modern times of Jewish scholarly interpretation of the Genesis creation narrative as well as spelling out in more detail the breadth of views in the Great Tradition of interpretation due to the early Church Fathers. He shows that, contrary to what many people think, much of the difficulty with understanding the biblical texts does not arise from modern science but from attempting to elucidate the texts in their own right.

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