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  Machine learning - A subset of...

  Bright Mills

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  Machine Learning (ML) is a subset of Artificial Intelligence that empowers systems to learn from data and make decisions or predictions without being explicitly programmed. It represents a major shift from traditional rule-based programming to systems that adapt and improve over time. This comprehensive guide delves into the theoretical foundations, types, algorithms, tools, applications, challenges, and the future of Machine Learning. It covers supervised, unsupervised, semi-supervised, and reinforcement learning in detail, explains key techniques such as neural networks, decision trees, support vector machines, and deep learning, and explores real-world applications across domains like healthcare, finance, security, and robotics. Ethical concerns, bias in AI, explainability, and interpretability are also discussed, offering a well-rounded understanding of the state and direction of Machine Learning.

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  Science and Hypothesis

  Henri Poincaré

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  Jules Henri Poincaré (1854 – 1912) was one of France's greatest mathematicians and theoretical physicists, and a philosopher of science.As a mathematician and physicist, he made many original fundamental contributions to pure and applied mathematics, mathematical physics and celestial mechanics. He was responsible for formulating the Poincaré conjecture, one of the most famous problems in mathematics. In his research on the three-body problem, Poincaré became the first person to discover a chaotic deterministic system which laid the foundations of modern chaos theory. He is considered to be one of the founders of the field of topology. Poincaré introduced the modern principle of relativity and was the first to present the Lorentz transformations in their modern symmetrical form. He discovered the remaining relativistic velocity transformations and recorded them in a letter to Lorentz in 1905. Thus he obtained perfect invariance of all of Maxwell's equations, an important step in the formulation of the theory of special relativity. (Summary from Wikipedia)

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  AI for Absolute Beginners: A...

  Oliver Theobald

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  Curious about AI but feeling lost at the same time? Well, look no further! AI for Absolute Beginners is your guide to demystifying complex AI concepts and providing you with a solid foundation to step into—and stay ahead—in the new AI era. 
  In this accessible and comprehensive audiobook, we start from scratch, assuming no prior knowledge. Each chapter is carefully crafted to guide you through the fundamental concepts and practical applications of AI, including machine learning, generative AI, and deep learning. With clear and plain English explanations, you'll be surprised at how quickly you can start thinking and speaking fluently in the words and mindset of an AI expert! 
  Key knowledge points you will gain from reading this book:The three phases of AI development and what's coming nextThe "Missing Middle" theory of leveraging what humans and AI do bestGenerative AI and a preview of the data warsMachine learning and a clear introduction on how it worksDeep learning and why it unlocks progress in all fields of AINatural language processing explainedComputer vision and why it's not as easy as you thinkRecommender systems and how to train them to your advantagePrivacy and ethical considerations you must knowThe future of work and how to thrive in the new era of knowledge workThe new role of the chief intelligence officer and how they are guiding AI transformation in organizations 
  Now is a special time in the history of work and efficiency. Follow your curiosity and step confidently into the new era of AI!

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  Think Before You Think -...

  Adrian Owen

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  A pioneering researcher unveils the neuroscience of executive function: How it works and what we can (and can’t) do to improve it. 
   
  From the muddle of brain fog that leaves you searching for keys already in your hand to the challenges posed by conditions like ADHD, Alzheimer’s, and Parkinson’s, deficits in executive function are everywhere. Everyone agrees that executive function is essential for solving problems, planning for the future, and leading effective, meaningful lives―yet few can agree on what it actually is, or how to improve it. In Think Before You Think, internationally renowned neuroscientist Adrian Owen draws on cutting-edge research and a vast original dataset to finally demystify what executive function is, how it shapes our behavior, and what truly does―and doesn’t―help sharpen it. As practical as it is profound, Think Before You Think reveals our cognitive strengths, our limitations, and the extraordinary potential we all possess.

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  Optimizing Database Management...

  Chloe Anderson

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  Optimizing Database Management Systems is a complete book for professionals and database management fans who want to get better at what they do. It can be used to make database management systems work better from the time they are designed until they are put into use. This book will take the mystery out of database systems by going over their whole lifecycle, from the initial design to a successful deployment. It will also give people the information and tools they need to improve performance, make sure it can be scaled, and keep security strong. 
  The journey starts with a look at how database systems have changed over time and the basic ideas that support them. It then goes on to explain in detail how relational, NoSQL and other types of databases can meet the needs of businesses. The next step is for readers to learn about the best ways to make databases that are both fast and scalable. They should get a grasp of basic ideas like normalization, indexing, and query optimization. 
  Implementation strategies, data migration, backup solutions, and the newest developments in advanced optimization techniques, such as performance tuning and scaling for modern workloads, are some of the things that this book talks about. Case studies from real life give useful information that can be used right away. New trends like distributed databases and optimization driven by AI help readers get ready for the future.

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  Physics Textbook

  Introbooks Team

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  Multiple disciplines are included in the concept of science. Out of the different concepts, one of the most important is the concept of Physics. It is also an integral part of science and technology, and many things are possible with the help of physics. It has always been a useful theory to pursue a lot of discoveries and inventions. Physics has a majority of sub-branches which are concerned and deal with multiple problems, issues, and theories. All these branches of physics are very important. Many of the great scientists and physicists like Isaac Newton, Galileo, Albert Einstein were involved in the different studies for the field of physics. All of them are responsible for the amazing discoveries to the world. To know more about the History, branches, etc, below is the precise introduction of the subject covering all the important topics that are related to physics and its branches.

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