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  Data Science with Python for...

  Brian Paul

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  In this accessible and engaging book, you'll traverse the fundamentals of Python programming, seamlessly transitioning into the realm of data science. From setting up your Python environment to mastering essential libraries like NumPy, Pandas, and Matplotlib, each chapter builds upon the last, providing a scaffolded approach to learning. 
   Explore the art of data wrangling with Pandas, gaining proficiency in cleaning, preprocessing, and merging datasets. Demystify the complexities of exploratory data analysis (EDA) and statistical concepts, empowering you to make informed decisions and draw valuable insights from your data. 
   Dive into the heart of machine learning, where you'll grasp the basics of model training, evaluation, and hyperparameter tuning using the powerful Scikit-Learn library. Discover the significance of feature engineering, delve into time series analysis, and unravel the potential of big data with Apache Spark and Dask. 
   As you progress, the book navigates through advanced tools for data visualization, such as Plotly and Dash, allowing you to create stunning and interactive visualizations that bring your data to life. Uncover the ethical considerations in data science, addressing bias, privacy, and security, and cap off your journey with real-world projects and case studies, cementing your newfound skills. 
   "Data Science with Python for Beginners" is not just a book; it's your companion in the evolving landscape of data science. Packed with practical examples, exercises, and hands-on projects, this guide instills confidence in beginners and ignites a passion for data exploration and analysis. Whether you aspire to make data-driven decisions or embark on a career in data science, this book is your key to unlocking the doors of insight and innovation. Let Python be your guide as you unravel the vast possibilities of data science! 
   

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  The Basics of Cryptocurrency...

  Vitali Lazar

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  Are you interested in learning about cryptocurrencies and create REAL wealth beyond FIAT currency?What's the difference between altcoins and Bitcoin?Are you thinking about investing in crypto?Do you want to learn about how the crypto market works?Do you want to become financially FREE and are searching for a way to generate passive income?If you answered “yes” to one or more of these questions, then this book is for you.More and more people are interested in investing in cryptocurrency nowadays.This is because the abundance of information on the internet and social media has made morepeople financially aware.Most people now realize the importance of having multiple streams of income.Investing in Bitcoin and other altcoins may seem complicated at first.However, once you understand how the cryptocurrency market works, you’llrealize that it’s much easier than it seems.This is why investing in cryptocurrency has become quite popular.Reading this book, you will:    Discover how cryptocurrency works.    Identify the difference between the different cryptocurrencies in existence.    Explore the pros and cons of cryptocurrency.    Find Out why people invest in cryptocurrency.    Determine whether it’s the right investment for you.    Learn how to safely invest in the cryptocurrency market.If you are thinking about whether you should invest in cryptocurrency or not, buy thisbook now and learn about the future currency.

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  Sand Stories - Surprising Truths...

  Kiran Pereira

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  Sand is the hidden foundation of our society. In Sand Stories, Kiran Pereira maps out why it is the most consumed commodity on the planet after water. The book examines the impacts of our seemingly insatiable demand for sand on people, wildlife and our ecosystems. 
  The concern is that sand is a non-renewable resource in human timescales and not every kind of sand is useful to industry. The good news is that there are solutions to this alarming global problem, including those that foster a circular economy. 

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  Silurian Period The: The History...

  Editors Charles River

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  The early history of Earth covers such vast stretches of time that years, centuries, and even millennia become virtually meaningless. Instead, paleontologists and scientists who study geochronology divide time into periods and eras.  
  The Silurian Age occurred during the mid-Paleozoic, and despite its relative brevity, the era developed some interesting features that promulgated life on Earth. Roderick J. Murchison, a British geologist, named a sequence of rocks after a group of indigenous people called the Silures living in Wales during the mid-19th century. Despite their absence in the Silurian Age, the name was bestowed to honor the tribe. 
  Murchison was inspired by close friend Adam Sedgwick, who named the Cambrian Age, employing the Latin word for Wales. In 1835, the two presented a paper together entitled On the Silurian and Cambrian Systems. Their separate categorizing systems caused a serious enough disagreement over chronology that the friendship ended bitterly. The alternative name for Siluria was Gotlandia after the Baltica island of Gotland. 
  What ultimately precipitated these subdivisions in the chronology was a “famous unconformity” on the River Onny in Shropshire. It indicated a natural break within “classic Silurian on its own home territory.” The timeline for beginning and end dates has remained imprecise, but the order of fossilized discoveries has proven correct. Joachim Barrande, a French paleontologist, geologist, and botanist, pursued the same issue in the Prague Basin of Bohemia. Studying the Paleozoic trilobite for a period of 10 years, his extensive work was published in his Silurian System of Central Bohemia. Altogether, he identified and analyzed over 4,000 new fossil species, producing the enormous Encyclopedia of Fossils, numbering over 6,000 pages.

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  The Hidden Cosmos - Dark...

  Dirk Fallon

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  Dark matter is one of the most intriguing and elusive subjects in modern astrophysics, captivating the minds of scientists and enthusiasts alike. It represents a type of matter that does not emit, absorb, or reflect light, making it invisible to the entire electromagnetic spectrum. Despite its invisible nature, dark matter exerts gravitational influence on visible matter, affecting the behavior of galaxies and the large-scale structure of the universe. 
  The concept of dark matter originated from astronomical observations that could not be explained by visible matter alone. Early studies of the rotational speeds of galaxies revealed that stars at the edges of galaxies were moving much faster than expected based on the mass of visible stars and gas. This anomaly led to the hypothesis that an unseen mass was responsible for the additional gravitational pull. As a result, dark matter is thought to make up about 85 percent of the total matter in the universe, profoundly influencing the formation and evolution of galaxies. 
  Scientific research on dark matter has involved numerous observational and theoretical studies. Researchers have relied on indirect methods to study this mysterious substance, such as analyzing the gravitational lensing effect, where the gravity of dark matter bends the light from distant objects. This effect not only provides evidence of dark matter's presence but also offers insights into its distribution across the cosmos. The study of cosmic microwave background radiation, the afterglow of the Big Bang, further supports the existence of dark matter by revealing fluctuations that can be linked to its gravitational effects in the early universe.

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  Free Speech and Turbulent...

  Michael J. Glennon

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  A vast censorship regime has smothered America's digital marketplace of ideas, squelching free speech on vital policy issues. Its supporters regard its benefits as morally and politically beyond question. They contend it's carried out by private social media platforms, not governmental authorities. 
   
   
   
  In Free Speech and Turbulent Freedom, Michael J. Glennon offers a timely and incisive response. The censors are short-sighted, he argues. Quibbling over outdated distinctions misses the real threat—which is the fusion of public and private power into a modern-day cartel able to overleap longstanding constitutional safeguards. American democracy, he argues, rests on a decentralized marketplace of ideas independent of the government. In crisp, trenchant terms, Glennon shows how concrete practical concerns justify protecting admittedly harmful online speech—even speech that advocates violence or embraces hatred or apparent falsehood. 
   
   
   
  To safely self-correct, democracy requires open channels of political communication. Glennon calls on the courts to unblock those channels—to measure such speech against enduring First Amendment precepts rather than pliable international norms—and to protect the speech interests not merely of the government and Big Tech, but of all participants in the marketplace of ideas.

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