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  Python Data Analysis for...

  Brian Murray

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  Python Data Analysis for Beginners: A Beginner's Handbook to Exploring and Visualizing Data is a comprehensive guide designed to help readers master the fundamentals of data analysis using the Python programming language. Whether you're a beginner looking to get started with data analysis, or a professional looking to expand your skill set, this book provides a step-by-step approach to exploring and visualizing data with Python. 
  The book starts with an introduction to Python programming language and its essential libraries for data analysis. Readers will learn how to manipulate and transform data using Pandas library, and how to create visualizations using Matplotlib and Seaborn libraries. The book also covers exploratory data analysis (EDA) techniques using Python, including data preprocessing and visualization techniques. 
  In addition, the book introduces readers to machine learning concepts and provides an overview of supervised and unsupervised learning using Python. The book includes several case studies and real-world applications of data analysis using Python, including analyzing and visualizing social media data, financial data, and healthcare data. 
  Written in a clear and concise language, Python Data Analysis for Beginners provides readers with a solid foundation in data analysis using Python. The book is suitable for self-learners, as well as instructors teaching data analysis to students. With its step-by-step approach and real-world examples, this book is an essential resource for anyone looking to master data analysis with Python. 
   

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  And No Birds Sang

  Farley Mowat

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  Turned away from the Royal Canadian Air Force for his apparent youth and frailty, Farley Mowat joined the infantry in 1940. The young second lieutenant soon earned the trust of the soldiers under his command, and was known to bend army rules to secure a stout drink, or find warm—if non-regulation—clothing. But when Mowat and his regiment engaged with elite German forces in the mountains of Sicily, the optimism of their early days as soldiers was replaced by despair. With a naturalist's eyes and ears, Mowat takes in the full dark depths of war—and his moving account of military service, and the friends he left behind, is also a plea for peace. It is one of the most searing and unforgettable World War II memoirs from any Canadian.

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  Every Doctor - Healthier Doctors...

  Leanne Rowe, Vihangi...

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  The second edition of this text advocates for a transformational change in the way doctors protect their mental health, look out for their colleagues, create a kinder, more humane work culture and lead health system reform. Offering practical strategies and real solutions, based both on medical literature and the wisdom of experienced doctors, the new edition reimagines healthcare, where every doctor is encouraged and supported to: 
   
   
   
  ● Prioritize psychological wellbeing and physical protection 
   
   
   
  ● Promote healthy workplace cultures 
   
   
   
  ● Build strong relationships by sharing challenges 
   
   
   
  ● Save lives through medical co-leadership 
   
   
   
  ● Rediscover the joy in medicine 
   
   
   
  Brimming with poignant and hopeful stories and quotes from a diverse array of doctors from many different specialties and at all career stages, the book is a celebration of the growing global interconnectedness and the changing face of the medical profession. An invaluable support and companion for those in the early years of medicine, Every Doctor is a must-listen for all doctors because exemplary care of patients, peers, profession, and self is a lifelong journey.

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  Sound Therapy - Calming Music...

  Sound Healing Therapy

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  Sleep (432Hz): Resonating with the body's natural circadian rhythms, this 432Hz collection promotes relaxation and sleep readiness while enhancing the production of melatonin, the sleep hormone, and decreasing sleep latency (the time it takes to fall asleep). It's also associated with delta brain wave activity, which predominates during deep, restorative sleep stages. 
   
  Sound therapy works best when you’re an active participant in your own self-care. Allow yourself the space and time to truly feel these frequencies, process your emotions, and release any tension or negativity. It's a journey of self-discovery and healing, where you can explore the depths of your inner world in a safe, nurturing audio environment. Dedicate these moments to connect with your inner healer, acknowledging the power you hold within to influence your own physical and emotional state. Remember, this is more than just passive listening; it's an active process of transformation and healing. Whether you're seeking relief, balance, or simply a moment of peace, let these healing soundscapes guide you toward a more harmonious state of being.

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  CEO Led Sales - The new model to...

  Andrew Phillips

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  CEO-Led Sales outlines The Right Model to revolutionise your sales process and dramatically improve your confidence in the predictability of your sales numbers. This has to start from the top with you, the CEO. 
  As the CEO of a sales organisation, how many times have you said to yourself: 
  "thank god our customers are buying because we're not selling" 
  "we had ten-times pipeline coverage, but we still missed our number?" 
  Or ... heard from your sales leads the following: 
  "the person who was going to sign off on our deal has gone on leave" 
  "this is a strategic deal - we must discount to win" 
  "they decided to do nothing?" 
  If these lines sound familiar, then your sales team is stuck in the past. They are struggling to keep pace 
  with the market and will continue to stumble into the future. That's not to say you won't make your 
  numbers on occasion, but you can be guaranteed your company won't be the clear leader in its market. 
  This creates distrust with your sales team and that uneasy feeling of not being sure you will meet your 
  targets. 
  Is there a better way? 
  After twenty years as a senior IT sales leader addressing this problem and demonstrating measurable 
  success across multiple organisations, Andrew Phillips knows there is. 
  CEO-Led Sales outlines The Right Model to revolutionise your sales process and dramatically improve 
  your confidence in the predictability of your sales numbers. This has to start from the top with you, the 
  CEO. 
  The process is a multi-year investment to transform your sales organisation. It's challenging, but the 
  results are consistent and the revenue reliable. Andrew Phillips invites you to take the next step and 
  discover the benefits of CEO-Led Sales.

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  A Hacker's Mind - How the...

  Bruce Schneier

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  It’s not just computers—hacking is everywhere. 
   
  A hack is any means of subverting a system’s rules in unintended ways. The tax code isn’t computer code, but a series of complex formulas. It has vulnerabilities; we call them “loopholes.” We call exploits “tax avoidance strategies.” And there is an entire industry of “black hat” hackers  
  intent on finding exploitable loopholes in the tax code. We call them accountants and tax attorneys. 
   
  In A Hacker’s Mind, Bruce Schneier takes hacking out of the world of computing and uses it to analyze the systems that underpin our society: from tax laws to financial markets to politics. He reveals an array of powerful actors whose hacks bend our economic, political, and legal  
  systems to their advantage, at the expense of everyone else. 
   
  Once you learn how to notice hacks, you’ll start seeing them everywhere—and you’ll never look at the world the same way again. Almost all systems have loopholes, and this is by design. Because if you can take advantage of them, the rules no longer apply to you. 
   
  Unchecked, these hacks threaten to upend our financial markets, weaken our democracy, and even affect the way we think. And when artificial intelligence starts thinking like a hacker—at inhuman speed and scale—the results could be catastrophic. 
   
  But for those who would don the “white hat,” we can understand the hackingmindset and rebuild our economic, political, and legal systems to counter those who would exploit our society. And we can harness artificial intelligence to improve existing systems, predict and defend  
  against hacks, and realize a more equitable world.

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