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  Ultimate Python Libraries for...

  Abhinaba Banerjee

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  Test your Data Analysis skills to its fullest using Python and other no-code tools
   
  
  
   
  Book Description
  Ultimate Data Analysis and Visualization with Python is your comprehensive guide to mastering the intricacies of data analysis and visualization using Python. This book serves as your roadmap to unlocking the full potential of Python for extracting insights from data using Pandas, NumPy, Matplotlib, Seaborn, and Julius AI. Starting with the fundamentals of data acquisition, you'll learn essential techniques for gathering and preparing data for analysis. From there, you’ll dive into exploratory data analysis, uncovering patterns and relationships hidden within your datasets. 
   
  
  
   
  Through step-by-step tutorials, you'll gain proficiency in statistical analysis, time series forecasting, and signal processing, equipping you with the tools to extract actionable insights from any dataset. What sets this book apart is its emphasis on real-world applications. With a series of hands-on projects, you’ll apply your newfound skills to analyze diverse datasets spanning industries such as finance, healthcare, e-commerce, and more. 
   
  
  
   
  By the end of the book, you'll have the confidence and expertise to tackle any data analysis challenge with Python. To aid your journey, the book includes a handy Python cheat sheet in the appendix, serving as a quick reference guide for common functions and syntax. 
   
  
  
   
  Table of Contents
  
  1. Introduction to Data Analysis and Data Visualization using Python
  2. Data Acquisition
  3. Data Cleaning and Preparation
  4. Exploratory Data Analysis
  5. Statistical Analysis
  6. Time Series Analysis and Forecasting
  7. Signal Processing
  8. Analyzing Real-World Data Sets using Python   
  APPENDIX A Python Cheat Sheet   
  Index

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  Langstroth on the Hive and the...

  L. Langstroth

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  Langstroth revolutionized the beekeeping industry by using bee space in his top opened hive. In the summer of 1851 he found that, by leaving an even, approximately bee-sized space between the top of the frames holding the honeycomb and the flat coverboard lying above, he was able to quite easily remove the latter, which was normally well cemented to the frames with propolis making separation hard to achieve. Later he had the idea to use this discovery to make the frames themselves easily removable. He found that, if he left a small space (less than 1/4 inch or 6.4 mm) between the combs, or between the combs and the sides of his hives, the bees would fill it with propolis thus cementing the combs into the hive. On the other hand, when he left a larger space (more than 3/8 inch or 9.5 mm) the bees would fill it with comb which had a similar effect. (Summary from Wikipedia)

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  Hypnosis - Unlocking the Power...

  Coral Nunez

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  Hypnosis has long captured the imagination of people worldwide. From ancient shamanic rituals to modern therapeutic practices, the concept of influencing the subconscious mind has evolved significantly. But what is hypnosis, and why does it hold such intrigue? This chapter sets the stage for an exploration of hypnosis, dispelling myths, uncovering truths, and providing a foundation for understanding its power and potential.  
    
  At its core, hypnosis is a state of focused attention and heightened suggestibility, often accompanied by deep relaxation. Contrary to popular belief, hypnosis is not about losing control or being at the mercy of someone else’s will. Instead, it is a collaborative process in which the subject actively engages with their subconscious mind. Hypnosis allows access to a realm of untapped potential within us, where behaviors, emotions, and even memories reside.  
    
  One of the most persistent myths surrounding hypnosis is its portrayal as mystical or magical. Popular culture has often depicted hypnotists as enigmatic figures wielding a pendulum to control unsuspecting subjects. These dramatizations have fueled skepticism and fear, overshadowing the scientific principles that underpin hypnosis. Understanding hypnosis requires recognizing that it is a natural phenomenon deeply rooted in human psychology and neuroscience. 

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  Cyrus McCormick Inventor of the...

  Christopher Crennen

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  McCormick (1809-1884) demonstrated a workable reaper in 1831 and spent the rest of his life improving the reaper, and expanding the McCormick Harvesting Machine Company with sales across the United States and around the world. McCormick's reapers had profound effects on the alleviation of U.S. and world hunger. 
  aspenleafmedia.com

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  Cure Unknown - Inside the Lyme...

  Pamela Weintraub

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  This history of Lyme disease is “a tale of biological complexities, scientific turf battles, political intrigue, human egos, and money—lots of it” (Sacramento Bee). 
   
  Winner, American Medical Writers Association Book Award 
   
  When Pamela Weintraub, a science journalist, learned that her oldest son tested positive for Lyme disease, she thought she had found an answer to the symptoms that had been plaguing her family for years—but her nightmare had just begun. Almost everything about Lyme disease turned out to be deeply controversial, from the microbe causing the infection to the length and type of treatment and the kind of practitioner needed. 
   
  On one side of the fight, the scientists who first studied Lyme describe a disease transmitted by a deer tick that is hard to catch but easy to cure no matter how advanced the case. On the other side, rebel doctors insist that Lyme and a soup of “co-infections” cause a complicated spectrum of illness often dramatically different—and far more difficult to treat—than the original researchers claim. Instead of just swollen knees and a rash, patients can experience exhaustion, disabling pain, and a “Lyme fog” that leaves them dazed and confused. As patients struggle for answers, once-treatable infections become chronic. 
   
  In this nuanced picture of the intense controversy and crippling uncertainty surrounding Lyme disease, Pamela Weintraub sheds light on one of the angriest medical disputes raging today. The most comprehensive book ever written about the past, present, and future of Lyme disease, Cure Unknown exposes the ticking clock of a raging epidemic and the vulnerability we all share. 
   
  Revised with a new chapter 
   
  “A thoroughly researched and well-written account of the disease’s controversial history.” —Jane Brody, The New York Times 
   
  “A comprehensive and compassionate guide to a dreaded illness named after a bucolic, tick-infested town on Long Island Sound.” —Hartford Courant

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  Digital Gold: The Beginner's...

  Aiden Mash

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  Digital Gold: The Beginner's Guide to Digital Product Success, Learn Useful Tips and Methods on How to Create Digital Products and Earn Massive ProfitsWhen it comes to making money online and profiting from your website, one of the most reliable strategies is to sell products. Yes, you can make money with ads or affiliate programs, but if steady streams of income that you can count on are your goal, having your own paid products is the way to go. That being said, it can be expensive and a bit risky to offer your own products for sale. Digital products, on the other hand, are easy to create, easy to store, and you can sell the same item over and over again. It's a lot more scalable and an excellent way to generate a reliable income from your online presence.This audiobook will teach you all about digital products and why you should create them. You will learn how to create one, and how to expand on this idea so you can keep on creating and then build your own empire of digital products. You will discover tips that would help make things easier for you and more importantly, more profitable.This audiobook will discuss the following:- What Are Digital Products?- What Does Your Audience Want and Need?- Creating Your First DIgital Products- Where to Go From Here?- And many more!The only thing standing between you and your first digital product that makes you money is action. To get started, scroll up and click “add to cart” now!

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