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  Python Machine Learning for...

  Alexa Campbell

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  Have you thought about a career in data science? It's where the money is right now, and it's only going to become more widespread as the world evolves. Machine learning is a big part of data science, and for those that already have experience in programming, it's the next logical step. 
  Machine learning is a subsection of AI, or Artificial Intelligence, and computer science, using data and algorithms to imitate human thinking and learning. Through constant learning, machine learning gradually improves its accuracy, eventually providing the optimal results for the problem it has been assigned to. 
  It is one of the most important parts of data science and, as big data continues to expand, so too will the need for machine learning and AI. 
  Here's what you will learn in this quick guide to machine learning with Python for beginners:What machine learning isWhy Python is the best computer programming language for machine learningThe different types of machine learningHow linear regression worksThe different types of classificationHow to use SVMs (Support Vector Machines) with Scikit-LearnHow Decision Trees work with ClassificationHow K-Nearest Neighbors worksHow to find patterns in data with unsupervised learning algorithms 
  You will also find plenty of code examples to help you understand how everything works. 
  If you are ready to take your programming further, scroll up, click Buy Now, and find out why machine learning is the next logical step.

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  Younger Dryas Period The: The...

  Editors Charles River

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  From about 12,900 to 11,700 before present (BP), near Ice Age conditions returned to the Northern Hemisphere of the planet. It was a sudden shift from the warm temperatures that had prevailed for nearly 2,000 years. This period is referred to by archaeologists, geologists, and earth scientists as the Greenland Stadial, but it is more commonly known as the Younger Dryas. The Younger Dryas marked the end of the last glacial period, the end of the Pleistocene Era, and the beginning of the Holocene Era, which is the current era. It was a period of great change, when climate change happened quite quickly, directly affecting the flora, fauna, and humans of the Northern Hemisphere in the process. The impact on the human populations was perhaps most important because, in some places, it virtually destroyed emerging cultures, while in other places, it might have propelled humans to develop new survival traits and technologies later used to move humanity into the Neolithic era. Although scholars now know quite a bit about the Younger Dryas, many elements of it are still debated. Other aspects serve as a predictor of what humans can expect in the future. 
  	There is, however, still plenty of information about the Younger Dryas that remains unknown or open to debate. Not all scholars agree on the dates of the Younger Dryas or how long it lasted. Even more controversial are the alternate theories about what caused the Younger Dryas and the effect it had on the Northern Hemisphere’s bio-populations. This book examines the background of the Younger Dryas, its effects on bio-populations, and how it contributed to the emergence of the Neolithic Era. Alternative theories will be examined and compared to more standard ideas currently prevailing in academia.

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  Year of No Garbage

  Eve O. Schaub

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  In this book, Eve O. Schaub, humorist and stunt memoirist extraordinaire, tackles her most difficult challenge to date: garbage. Convincing her husband and two daughters to go along with her, Schaub attempts the seemingly impossible: living in the modern world without creating any trash at all—for an entire year and, as it turns out, during a pandemic. In the process, Schaub learns some startling things: that modern recycling is broken and single stream recycling is a lie, that flushable wipes aren’t flushable and compostables aren’t compostable, and that plastic drives climate change, fosters racism, and is poisoning the environment and our bodies at alarming rates, as microplastics are being found everywhere, from the top of Mount Everest to the placenta of unborn babies. If you’ve ever thought twice about that plastic straw in your drink, you’re gonna wanna read this book.

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  IGNOU MCA Web Technologies...

  Manish Soni

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  The field of web technologies has grown exponentially, transforming how businesses and individuals interact with the digital world. As the internet continues to evolve, mastering web technologies has become a crucial skill for computer science professionals. This book, IGNOU MCA Web Technologies Previous Years Unsolved Papers MCS 220, is designed to assist students in their journey to becoming proficient in web development and technologies. By focusing on past unsolved question papers, the book serves as an essential resource for students enrolled in the MCS-220 course at Indira Gandhi National Open University (IGNOU). 
  The MCS-220 course on Web Technologies is an integral part of the Master of Computer Applications (MCA) curriculum, aimed at providing students with the theoretical knowledge and practical skills needed to develop web applications and services. This course covers a wide array of topics, including HTML, CSS, JavaScript, web programming, client-server architecture, and database connectivity, among others. With web technologies at the forefront of modern computing, gaining mastery in these areas is vital for both academic success and professional growth. 
  This book brings together a collection of unsolved question papers from previous years, offering students the opportunity to practice and apply their knowledge in a structured and focused manner. The aim of this book is to provide students with a hands-on approach to learning, allowing them to engage with real-world questions that have been part of the examination process. By working through these papers, students can better understand the exam pattern, improve their problem-solving skills, and boost their confidence in tackling complex questions.

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  Safety and Epilepsy - An...

  Edmonton Epilepsy Association

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  There is an increased risk of injury in people with epilepsy. 
  Seizures can present as a sudden fall, blank stare, confusion, uncontrolled movements, diminished awareness, odd sensations, a convulsion, or laboured breathing. 
  For some people with epilepsy, their seizures pose a minimal risk of injury. For others, their seizures may require extra precaution to avoid injury. For example, seizures that occur without warning, involve falls, loss of awareness, or confusion after the seizure could result in injury. Precautions may be necessary depending on the activity. 
  Assessing the risks associated with the type and frequency of the seizures may require implementing safety procedures.

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  Just Following Orders -...

  Emilie A. Caspar

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  How can obedience and carrying out orders lead to horrific acts such as the Holocaust or the genocides in Rwanda, Cambodia, or Bosnia? For the most part, it is a mystery why obeying instructions from an authority can convince people to kill other human beings, sometimes without hesitation and with incredible cruelty. Combining social and cognitive neuroscience with real-life accounts from genocide perpetrators, this book sheds light on the process through which obedience influences cognition and behavior. Emilie Caspar, a leading expert in the field, translates this neuroscientific approach into a clear, uncomplicated explanation, even for those with no background in psychology or neuroscience. By better understanding humanity's propensity for direct orders to short-circuit our own independent decision-making, we can edge closer to effective prevention processes.

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