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  Kidney Cancer & You: Metastatic...

  Kidney Cancer UK

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  Welcome to Kidney Cancer UK’s Kidney Cancer & You audiobook 2: Advanced Metastatic 
  Kidney Cancer – Treatments 
  This audiobook is written by Kidney Cancer UK, is narrated by Ian Brannan, and was made 
  possible through a grant from Bristol Myers Squibb. All editorial control has been retained 
  by Kidney Cancer UK. A downloadable version is available on our website at kcuk.org.uk. 
  This audiobook is produced to help you understand kidney cancer and the journey you are 
  on. We hope this audiobook will help inform you, your family or if you are a carer when 
  guidance and information about your treatments is needed. This audiobook provides easy- 
  to-understand scientific knowledge on kidney cancer, alongside practical information on 
  living day-to-day with the disease and the range of emotions you may experience. 
  We understand that your experiences and treatments will be unique to you and as such we 
  hope the information and insights provided throughout this audiobook will help you make 
  informed choices in all areas of your journey. Along with this, it will help you find support if, 
  and when, you require it. 
  Please note that all information in this audiobook is correct at the time of publication and 
  aims to give general information you may find useful before and after a diagnosis of kidney 
  cancer. 
  Also note that, it is important to follow any specific advice given by your hospital; nothing in 
  this audiobook overrides that. 
  If you need support or have any questions on any aspect of kidney cancer care please call 
  our Support Line on O800 002 9002.

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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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  Sleep hypnosis to verbally...

  Stuart Newman

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  If you're looking for a way to express your feelings in an effective and healthy manner, then look no further than this DST sleep hypnosis with Stu Newman.  
  This program is designed to help you explore and verbalize your true emotions, allowing you to gain insight into yourself while also providing relief from stress.  
  With the aid of guided hypnosis techniques, this program can help improve self-awareness as well as reduce anxiety levels by helping individuals better understand their own feelings and reactions.  
  Additionally, it can provide valuable tools for managing difficult situations more effectively without feeling overwhelmed or out of control.  
  So if you’re ready to take charge of expressing how you feel in a positive way that will benefit both yourself and those aroundyou – DST Hypno with Stu Newman is the perfect solution!

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  The Shocking Truth about Big Pharma

  Zoey Fraisers

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  The story of Big Pharma begins with the evolution of medicine from small-scale, localized practices to a global, multibillion-dollar industry. The roots of modern pharmaceuticals can be traced back to ancient apothecaries, where remedies were crafted from natural ingredients like herbs and minerals. These early pharmacists laid the groundwork for scientific exploration, yet their operations were often informal, relying on traditional knowledge rather than rigorous testing. 
  The 19th century marked a pivotal turning point with the rise of industrialization and the advent of chemical synthesis. Pioneers in chemistry discovered how to isolate active compounds, such as aspirin from willow bark, transforming medicine from an art into a science. This period saw the birth of pharmaceutical companies that began producing standardized drugs on a large scale, laying the foundation for today’s industry. 
  As the field advanced, so did the pursuit of patents. Patents were initially intended to protect innovation and encourage research, but they also introduced the potential for monopolization. By securing exclusive rights to produce and sell certain medications, pharmaceutical companies gained unprecedented power over pricing and distribution. While patents incentivized progress, they also set the stage for conflicts between public health needs and corporate profits.

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  Ultimate Web API Development...

  Leonardo Lazzaro

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  Build a Secure Recommendation System from Scratch Using Django Rest Framework.
  Book Description
  Mastering API development is crucial for building modern, scalable software solutions. Ultimate Web API Development with Django REST Framework is your comprehensive guide to achieving that mastery. This book will teach you how to create robust, secure, and efficient APIs using Django REST Framework and Test-Driven Development (TDD).
  You’ll start by learning the essentials of building and testing APIs, followed by developing simple APIs with effective testing practices. The book then takes a deep dive into data science, helping you understand data models, processing, and handling asynchronous tasks for efficient data management. You’ll also learn techniques for securing and scaling APIs, ensuring your applications are prepared for real-world demands.
  As you progress, you'll master documenting, optimizing, and deploying APIs for production environments. By the end of the book, you'll be equipped to create scalable, high-performance APIs that power data-driven applications, making you a valuable asset in any tech team. With practical examples and expert insights, this book will help you become a top-tier API developer and build robust, scalable APIs that excel in today’s fast-paced tech landscape.
  Table of Contents
  1. Django REST and TDD Essentials
  2. Building and Testing Basic APIs
  3. Data Models and Processing in Data Science
  4. Asynchronous Tasks and Data Processing
  5. Securing and Scaling Data Science APIs
  6. Developing a Data Science Project
  7. Documenting and Optimizing Your API
  8. Deploying Your Data Science API
  9. Final Thoughts and Future Directions     
  
  Index

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  Airstream Country - A Geologic...

  Neil Mathison

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  A herd of bison standing in the snow. Layered bluffs of multicolored sandstone. A silver Airstream trailer on a mountain highway. These are familiar sights for Neil Mathison and his wife, Susan. Newly retired, their son in college, they embark upon a great American road trip "uncoupled from the tyranny of calendars or a specific journey." Airstream Country recounts their travels across the western United States as they move from Montana to Malibu and Seattle to Silverton, winding their way through millions of years of geological history with their Airstream in tow. Along the way they encounter upheavals and depositions, ancient seas and young mountains, and stone towers and striated canyons, which are all illuminated by Mathison's knowledgeable commentary. Even after thousands of miles and eons of geology, their adventures are never finished, for, as Mathison writes, "We learn by travel where we ought to travel more."

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