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  Machine Learning Interviews -...

  Susan Shu Chang

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  As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process. 
   
   
   
  Having served as principal data scientist in several companies, Chang has considerable experience as both ML interviewer and interviewee. She'll take you through the highly selective recruitment process by sharing hard-won lessons she learned along the way. You'll quickly understand how to successfully navigate your way through typical ML interviews. 
   
   
   
  This guide shows you how to: explore various machine learning roles, including ML engineer, applied scientist, and data scientist; assess your interests and skills before deciding which ML role(s) to pursue; evaluate your current skills and close any gaps that may prevent you from succeeding in the interview process; acquire the skill set necessary for each machine learning role; ace ML interview topics, including coding assessments, statistics and machine learning theory, and behavioral questions; and prepare for interviews in statistics and machine learning theory by studying common interview questions.

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  Longevity by Choice - The Art of...

  Zen Lee

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  Modern life exposes us to an array of harmful toxins and substances, both external and internal. These toxins can accumulate, accelerate cell aging, and lead to a myriad of health issues. 
  Authored by wellness expert, Zen Lee, who holds a Bachelor’s Degree in Medical Science and has dedicated years to the study of human health, "The Art of Resetting Your Body," will equip you with the knowledge and tools you need to cleanse and detoxify your body effectively with easy day-to-day detox options as well as in-depth cleansing methods, empowering you to choose the approach that fits your lifestyle. 
  From resetting your brain, liver, gut, respiratory system, kidneys, lymphatic system, to your skin, each organ plays a vital role in maintaining your overall health. 
  Here's a glimpse of what awaits you:An in-depth understanding of various toxins affecting your body and how to eliminate them.Personalized detox plans based on your environment, habits, and profession.The profound connection between toxin elimination and longevity.How to implement lasting lifestyle changes for sustained well-being. 
  By adopting the principles outlined in this book, you can detoxify your body, reduce inflammation, and optimize your natural processes to support cell health and longevity. 
  If you're seeking the keys to a longer, healthier life, this book is the ultimate guide you've been waiting for. Take control of your well-being, unlock your body's potential, and embrace a life filled with vigor and happiness. Don't miss the opportunity to live the life your body will thank you for—get your copy now and start your transformation towards a healthier and more fulfilling future.

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  Compost after Reading - A...

  Cassandra Marketos

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  Get started on your composting journey with this practical, accessible, and fun guide to reducing your waste—including this book when you finish reading! Composting is so much more than just transforming food into soil; it is deeply existential, radical, and soul-opening. And no, it's not just for gardeners. You can compost in a bowl on your kitchen counter, or a bag under your sink, and you can compost things you're told you can't (although there are some things you probably shouldn't). Everyone can compost. And even if you're not going to compost at all, knowing about compost is engaging with a dialogue about zero waste.  With wry and brilliant writing, ​Cassanda Marketos brings the culture, beauty, community, and philosophy of compost to life in this one-of-a-kind, inventive work of narrative nonfiction that brings compost out of the dark ages and into the contemporary moment. Delightfully philosophical and inviting, it is an accessible guide to everything you need to know about compost, with actionable advice for beginners and experienced composters. You will learn why compost works, where to put your compost, how to pick your compost set up, the basics of decomposition, what to put in a compost pile, where to source your compost materials, and how to build a pile. With insights on what tools to consider, how to deal with odors, insects, and other critters, and transitioning your compost pile for colder weather, find easy-to-follow compost pile designs, tips on composting in small spaces, composting with worms, and how to compost things you're always told you can't (you just need to know how).  This book has something for everyone, at any stage in their compost journey, and includes edgy, delightful illustrations by the artist Sludge Thunder throughout. And ... it's literally compostable. Read it, follow the advice, and toss it into your compost pile.

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  Twelve Years a Slave

  Solomon Northup

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  "They can take your freedom, but they cannot take your identity."
  
  In 1841, Solomon Northup was a professional violinist and family man living in Saratoga Springs, New York. After being lured to Washington D.C. with the promise of work, he was drugged, shackled, and stripped of his name. For the next twelve years, he was passed from master to master in the bayous of Louisiana, enduring the sadistic cruelty of men like Edwin Epps while witnessing the quiet heroism of his fellow enslaved people. Twelve Years a Slave is a visceral, unflinching look at the "peculiar institution" through the eyes of a man who knew both the dignity of liberty and the agony of the lash. It remains a foundational text of American history and a testament to the endurance of the human spirit.
  
  The Mechanics of Oppression: Northup provides a meticulous, almost journalistic description of the economics and daily operations of the slave trade. He details the cultivation of cotton and sugar, the social hierarchies of the plantation, and the psychological warfare used to keep human beings in subjection.
  
  A Quest for Justice: The narrative is propelled by Northup's secret attempts to communicate with his family in the North. His eventual rescue is a heart-stopping moment of tension and triumph, highlighting the legal and social complexities of a divided nation where a man's status as "property" or "person" could depend entirely on the color of his skin and the geography of his location.
  
  Why It Is a Vital Classic: While many narratives were edited to suit political agendas, Northup's account is praised for its stark realism and descriptive power. It provides names, dates, and locations that were later verified by historians, making it one of the most credible and devastating indictments of slavery ever written.
  
  Bear witness to the truth. Purchase "Twelve Years a Slave" today.

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  Toxic Oils: The Hidden Threat to...

  Bramwell Kincade

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  Toxic Oils: The Hidden Threat to Your Well-Being 
  ⭐⭐ Simplified Guide & Explanations Included ⭐⭐   
  Are you seeking to improve your health and enhance your well-being by uncovering the hidden dangers of toxic oils?   
  Looking for a detailed guide that covers everything you need to know to transform your health?   
  Your quest ends here!   
  This guide is your essential companion for enhancing your understanding, applying your knowledge, and engaging in practical exercises. With this insightful resource, you’re on the path to better health.   
  Key features of this comprehensive guide: 
  - In-depth insights into the hidden threats posed by toxic oils   
  - Thorough explanations of the dangers and health implications of these oils   
  - Effective strategies for identifying and avoiding harmful substances   
  Our guide stands out due to its extensive coverage, which is crucial for your health transformation. Concepts are explored in detail, ensuring a meaningful understanding.   
  Please remember, this guide is an independent resource and not affiliated with any official health organization.   
  Crafted with a user-friendly structure and accessible language, our guide guarantees smooth transitions between topics. Say farewell to complicated jargon and embrace clear, precise, and technically accurate content.   
  So, why delay? Click the BUY NOW button, grab your guide, and embark on your journey towards better health today!

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  Sea Monsters Unmasked - And Sea...

  Henry Lee

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  The kraken, the great sea serpent, the mermaid and the giant squid examined by the naturalist of the Brighton Aquarium - which reports were squid, which were oarfish, and which were nothing at all. This edition is bound with 60 plates of painting, among them works by Aivazovsky, Turner and Redon, and 44 restored and coloured illustrations.

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