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  Ambience - Thunder

  Rasmus Broe

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  Rain beats rhythmically on the roof, claps of thunder are not far between, and lightning flashes at intervals. You are safe and warm inside in front of a crackling fireplace. 
  Saga Sounds 
  Research has shown that sounds can have both a relaxing and stimulating effect on the brain. The ambience series from Saga Talks is a series of pleasant, varied soundscapes, which you can listen to when winding down, going to sleep, or focusing on work. A specially designed sound universe creates a calming atmosphere, also known as “ambience”, which you can enter when and where you want. 
  Saga Talks has created a series of different soundscapes and ambient environments in collaboration with sound designer and composer Rasmus Broe (f. 1975).

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  AI Data Engineering For...

  Simon Winston

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  In the age of artificial intelligence, data engineering plays a pivotal role in shaping the future. This comprehensive guide, "AI Data Engineering for Beginners," takes you on a journey through the core principles and practices that underpin the data-driven world of AI. Whether you're an aspiring data engineer, a curious enthusiast, or a student eager to understand the inner workings of AI, this book is your passport to the realm of data. 
  This book bridges the gap between AI theory and practical implementation. With a wealth of real-world examples and hands-on guidance, you'll not only grasp the foundations of AI data engineering but also be ready to tackle your own AI projects. As the world becomes increasingly data-driven, your ability to shape, manage, and leverage data will be a sought-after skill, and "AI Data Engineering for Beginners" is your essential toolkit to step confidently into this exciting field. Whether you dream of revolutionizing industries or simply want to understand the tech shaping our world, this book is your starting point in mastering the data behind the AI revolution. 
    
   

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  Machine Learning System Design...

  James Ferry

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  Designing and building machine learning (ML) systems can seem daunting for beginners, but understanding the foundational steps and principles can simplify the process. At its core, ML system design involves a series of well-defined steps that guide the transformation of raw data into valuable insights through predictive models. Here’s a beginner’s guide to understanding and implementing these steps effectively. 
  The first step in designing an ML system is problem definition. Clearly defining the problem you aim to solve is crucial. This involves understanding the business context, identifying the goals, and determining the type of problem—whether it is classification, regression, clustering, or another ML task. A well-defined problem ensures that the subsequent steps are aligned with the desired outcomes. 
  Once the problem is defined, the next step is data collection and preprocessing. Data is the backbone of any ML system, and its quality significantly impacts the performance of the models. Collect data from various sources and ensure it is relevant to the problem. Data preprocessing involves cleaning the data to handle missing values, removing duplicates, and normalizing the data. It also includes feature engineering, which involves selecting, modifying, or creating new features that enhance the predictive power of the model. 
  Finally, the deployment and monitoring phase ensures that the ML model is operational and continues to perform well over time. Deploy the model to a production environment where it can make real-time predictions or be used in batch processing. Implement monitoring systems to track the model’s performance and detect any drift in data distribution that might require retraining the model. Regularly update the model with new data to maintain its accuracy and relevance. 
   

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  Radiolab Greatest Hits Vol 2 - Time

  Lulu Miller, Latif Nasser

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  Radiolab is one of the most popular and longest-running shows produced by WNYC, with over 2 million weekly listeners across public radio and podcasting.  
  Radiolab is on a curiosity bender. We ask deep questions and use investigative journalism to get the answers. A given episode might whirl you through science, legal history, and into the home of someone halfway across the world. The show is known for innovative sound design, smashing information into music. It is hosted by Lulu Miller and Latif Nasser. 
  VOLUME 2: TIME 
  “The Secret to a Long Life” - Producer Sindhu Gnanasambandan wants to know how she can live the longest feeling life possible. The answer leads her on a journey to make one week feel like two. And the journey leads her to a whole new answer. 
  “Octomom” - In 2007, Bruce Robison’s robot submarine stumbled across an octopus settling in to brood her eggs. What began as a simple act of motherhood became a heroic feat that has never been equaled by any known species on Earth.  
  “Human vs. Horse” (Radiolab for Kids) - In one of our favorite Radiolab animal episodes of all time, we head to a human vs. horse race in the desert of Arizona. Turns out it has everything to do with what gives us humans … our humanity. Also our butts. 
  “Loops” - Our lives are filled with loops that hurt us, heal us, make us laugh, and, sometimes, leave us wanting more. This hour, Radiolab revisits the strange things that emerge when something happens, then happens again, and again, and again … 
  “The Times They Are a-Changin’” - At the start of a new year we crack open some fossils, peer back into ancient seas, and look up at lunar skies to find that a year is not quite as fixed as we thought it was.

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  Microdosing Psilocybin Mushrooms...

  Bil Harret, Anastasia V. Sasha

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  Are you looking to relieve any physical or mental health conditions for which psilocybin has shown potential? Perhaps without the side effects commonly associated with many pharmaceuticals 
  Countless research and anecdotal reports have shown that psilocybin can help relieve numerous mental health disorders such as depression, anxiety, crippling fear, substance dependence, PTSD, and OCD, among others. And not only mental health conditions but also physical ailments such as migraines or cluster headaches, among others. Additionally, it has been used to noticeably improve your daily performance and general well-being. 
  But even with the outstanding benefits, little is known about microdosing psilocybin, and the information out there lacks accuracy and depth, making this venture harder than it should be… until now. 
  Microdosing Psilocybin Mushrooms is an all-inclusive, carefully researched, up-to-date, and beginner-friendly guide to everything there is to know about microdosing with psilocybin mushrooms. 
  Discover:The transformational power of psilocybin, its nature, and its influence on the human brainThe rich history of psilocybin mushrooms, dated back as far as you might have ever imaginedWhat to do to zero in on your optimal doseAll the therapeutic applications of psilocybinThe best microdosing protocolsPossible side effects and disqualified individualAnd much more! 
  It doesn’t matter whether you’ve tried microdosing mushrooms before and are looking to refine your knowledge or haven’t ever held them in your hand and want to learn more about this nascent topic; this guide will walk you through the whole process until you are psilocybin-versed!

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  Battling Over Birth - Black...

  Helen Arega, Julia Chinyere...

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  Battling Over Birth: Black Women and the Maternal Health Care Crisis reveals hard truths—powerful findings on the role of racism, coercion, inadequate prenatal care, the pressures undermining breastfeeding, and the lack of access to alternatives to a broken maternal health-care system as key threads of black women's birth experiences. 
   
   
   
  Battling Over Birth, a new human rights report from Black Women Birthing Justice, shares stories from over 100 women who recently gave birth in California. The report reveals the culture of fear and coercion that has transformed birth into a battleground, a deep lack of trust of our hospitals, and a broken maternal healthcare system that fails too many black women. The report shakes up our understanding of where state violence happens, and who it happens to; putting the human rights spotlight onto a system that is often unaccountable to black communities. Battling Over Birth also provides solutions. It makes a series of recommendations, including community accountability boards to hold hospitals accountable; increased access to midwifery and doula-care; recruitment and training of more health-care professionals of color; culturally-competent, empowering prenatal and postpartum care; greater access to home birth and birth centers; and a sharp reduction in the use of C-sections.

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