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  Endometriosis - Manage Pelvic...

  Lilly Richardsen

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  Endometriosis and adenomyosis are two chronic conditions that significantly affect the lives of women around the world. Both are often misunderstood, underdiagnosed, and associated with pelvic pain, yet they are distinct in their causes and manifestations. Understanding these conditions is crucial for improving awareness, diagnosis, and treatment options. 
  Endometriosis is a disorder in which tissue similar to the lining of the uterus grows outside the uterus, often causing inflammation, pain, and the formation of adhesions. This misplaced tissue can attach to organs such as the ovaries, fallopian tubes, and the outer surface of the uterus. The most common symptom of endometriosis is pelvic pain, which can vary from mild to debilitating. Women with endometriosis often experience pain during menstruation, intercourse, and bowel movements, and may also suffer from infertility. The condition affects approximately 10% of women worldwide, yet many go undiagnosed for years due to the subtlety of its symptoms and the lack of awareness among both patients and healthcare providers. 
  Adenomyosis, on the other hand, occurs when the tissue that normally lines the uterus grows into the muscular wall of the uterus. This can cause the uterus to become enlarged and tender, often resulting in heavy menstrual bleeding, cramping, and pelvic pain. Although adenomyosis shares some symptoms with endometriosis, such as pain and menstrual irregularities, it is distinct in its pathology and the way it impacts the body. Unlike endometriosis, adenomyosis is more directly related to the uterus itself, leading to a different set of challenges in terms of diagnosis and treatment.

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  Intimate Subjects - Touch and...

  Simeon Koole

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  An insightful history of nineteenth- and twentieth-century Britain told through a single sense: touch. 
    
  When, where, and who gets to touch and be touched, and who decides? What do we learn through touch? How does touch bring us closer together or push us apart? These are urgent contemporary questions, but they have their origins in late nineteenth- and early twentieth-century Britain, when new urban encounters compelled intense discussion of what touch was, and why it mattered. In this vividly written book, Simeon Koole excavates the history of these concerns and reveals how they continue to shape ideas about “touch” in the present. 
    
  Intimate Subjects takes us to the bustling railway stations, shady massage parlors, all-night coffee stalls, and other shared spaces where passengers, customers, vagrants, and others came into contact, leading to new understandings of touch. We travel in crammed subway cars, where strangers negotiated the boundaries of personal space. We visit tea shops where waitresses made difficult choices about autonomy and consent. We enter classrooms in which teachers wondered whether blind children could truly grasp the world and labs in which neurologists experimented on themselves and others to unlock the secrets of touch. We tiptoe through London’s ink-black fogs, in which disoriented travelers became newly conscious of their bodies and feared being accosted by criminals. Across myriad forgotten encounters such as these, Koole shows, touch remade what it meant to be embodied—as well as the meanings of disability, personal boundaries, and scientific knowledge. 
    
  With imagination and verve, Intimate Subjects offers a new way of theorizing the body and the senses, as well as a new way of thinking about embodiment and vulnerability today.

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  The Book of Being Chimp

  Adrian Cale

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  The Book of Being Chimp is Adrian Cale’s entertaining celebration of the chimpanzee. Written with fact-filled, often witty reverence and featuring over 100 of the author’s beautiful photographs, it is a fun and informative step-by-step guide to chimpanzee life. The captivating pictures are accompanied by a simple, humorous and engaging text which tells you all about the contrasting lives of chimps in the wild and those being rehabilitated at rescue centres. 
  Part 1 - Being a Chimp – details their life in the wild - from birth, through growth and development stages, to what makes them tick, what they eat, how they communicate and more. 
  Part 2 - Being helped to be a Chimp - covers the vastly different life of rehabilitating chimps at rescue centres and what they go through learning to be chimps all over again.

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  Mastering Time Series Analysis...

  Sulekha Aloorravi

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  Decode the language of time with Python. Discover powerful techniques to analyze, forecast, and innovate.
  Book Description
  "Mastering Time Series Analysis and Forecasting with Python" is an essential handbook tailored for those seeking to harness the power of time series data in their work.The book begins with foundational concepts and seamlessly guides readers through Python libraries such as Pandas, NumPy, and Plotly for effective data manipulation, visualization, and exploration. Offering pragmatic insights, it enables adept visualization, pattern recognition, and anomaly detection.
  
  Advanced discussions cover feature engineering and a spectrum of forecasting methodologies, including machine learning and deep learning techniques such as ARIMA, LSTM, and CNN. Additionally, the book covers multivariate and multiple time series forecasting, providing readers with a comprehensive understanding of advanced modeling techniques and their applications across diverse domains.Readers develop expertise in crafting precise predictive models and addressing real-world complexities. Complete with illustrative examples, code snippets, and hands-on exercises, this manual empowers readers to excel, make informed decisions, and derive optimal value from time series data.
  
  Table of Contents
  1. Introduction to Time Series
  2. Overview of Time Series Libraries in Python
  3. Visualization of Time Series Data
  4. Exploratory Analysis of Time Series Data
  5. Feature Engineering on Time Series
  6. Time Series Forecasting – ML Approach Part 1
  7. Time Series Forecasting – ML Approach Part 2
  8. Time Series Forecasting - DL Approach
  9. Multivariate Time Series, Metrics, and Validation      
  Index

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  The Edge of Reality - Two...

  J. Allen Hynek, Jacques Vallee,...

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  From the outset, Hynek and Vallee make their position clear: UFOs represent an unknown but real phenomenon. The far-reaching implications take us to the edge of what we consider the known and real in our physical environment. Perhaps UFOs signal the existence of a domain of nature as yet totally unexplored. These two eminent scientists studied the UFO phenomenon for decades and collaborated on this landmark report. 
   
   
   
  The authors sample UFO reports, including those allegedly involving humanoids, and describe the patterns that have been perceived in the behavior of the phenomenon. They also establish a framework for the further study of the UFO phenomenon. Where might such study lead? What can be studied, and how? What is the real nature of the UFO phenomenon? Does it originate with the actions of other intelligences in the universe? If so, where, and what, might they be? Does the UFO phenomenon have a purely physical explanation, or is there a vaster, hidden realm that holds the solution? 
   
   
   
  These are the questions that have concerned the authors for many years, and it is with possible answers to them that The Edge of Reality is concerned. This book is a deep dive in discussion between Hynek and Vallee and covers many facets of the UFO phenomena. The Edge of Reality was originally published in 1975 and has been available for many years.

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  Machine Learning with Python for...

  Brandon Scott

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  Dive into the world of machine learning with "Machine Learning with Python for Beginners," a comprehensive guide designed to introduce you to the fundamentals of machine learning using Python. This accessible book equips beginners with the essential tools and knowledge needed to embark on practical machine learning projects. 
  From setting up your Python environment to exploring advanced algorithms, this book covers a broad spectrum of topics including supervised and unsupervised learning, data handling, visualization, and even neural networks and deep learning. Each chapter is crafted to build upon the previous one, ensuring a structured and engaging learning path. 
  What sets this book apart is its focus on practical implementation. You'll not only learn about the theories and concepts that underpin machine learning but also apply them through exciting projects, such as predicting house prices, classifying emails, recognizing images, and customer segmentation. These projects are designed to solidify your understanding and inspire you to apply machine learning to problems you're passionate about. 
  "Machine Learning with Python for Beginners" is perfect for:Beginners to programming or those new to machine learning.Intermediate programmers who want to solidify their understanding of machine learning fundamentals.Educators and students looking for a resource-rich, accessible introduction to machine learning. 
  Featuring tips on best practices, staying current with trends, and resources for deeper exploration, this book is your first step towards mastering machine learning with Python. Join us on this educational journey and start transforming data into actionable insights today!

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