Altri libri che potrebbero interessarti

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  Applied Natural Language...

  Dr. Deepti Chopra

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  Unlock the Power of PyTorch 2.0 for Next-Level Natural Language Processing.
  Book Description
  Natural Language Processing (NLP) is revolutionizing industries, from chatbots to data insights. PyTorch 2.0 offers the tools to build powerful NLP models. Applied Natural Language Processing with PyTorch 2.0 provides a practical guide to mastering NLP with this advanced framework.
  This book starts with a strong foundation in NLP concepts and the essentials of PyTorch 2.0, ensuring that you are well-equipped to tackle advanced topics. It covers key techniques such as transformer models, pre-trained language models, sequence-to-sequence models, and more. Each chapter includes hands-on examples and code implementations for real-world application.
  With a focus on practical use cases, the book explores NLP tasks like sentiment analysis, text classification, named entity recognition, machine translation, and text generation. You'll learn how to preprocess text, design neural architectures, train models, and evaluate results. Whether you're a beginner or an experienced professional, this book will empower you to develop advanced NLP models and solutions. Get started today and unlock the potential of NLP with PyTorch 2.0!
  Table of Contents
  1. Introduction to Natural Language Processing
  2. Getting Started with PyTorch
  3. Text Preprocessing
  4. Building NLP Models with PyTorch
  5. Advanced NLP Techniques with PyTorch
  6. Model Training and Evaluation
  7. Improving NLP Models with PyTorch
  8. Deployment and Productionization
  9. Case Studies and Practical Examples
  10. Future Trends in Natural Language Processing and PyTorch      
  
  Index

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  The World According to Physics

  Jim Al-Khalili

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  This audiobook narrated by quantum physicist, New York Times bestselling author, and BBC host Jim Al-Khalili offers an illuminating look at what physics reveals about the world
  
  Shining a light on the most profound insights revealed by modern physics, Jim Al-Khalili invites us all to understand what this crucially important science tells us about the universe and the nature of reality itself.
  
  Al-Khalili begins by introducing the fundamental concepts of space, time, energy, and matter, and then describes the three pillars of modern physics—quantum theory, relativity, and thermodynamics—showing how all three must come together if we are ever to have a full understanding of reality. Using wonderful examples and thought-provoking analogies, Al-Khalili illuminates the physics of the extreme cosmic and quantum scales, the speculative frontiers of the field, and the physics that underpins our everyday experiences and technologies, bringing the reader up to speed with the biggest ideas in physics in just a few sittings. Physics is revealed as an intrepid human quest for ever more foundational principles that accurately explain the natural world we see around us, an undertaking guided by core values such as honesty and doubt. The knowledge discovered by physics both empowers and humbles us, and still, physics continues to delve valiantly into the unknown.
  
  Making even the most enigmatic scientific ideas accessible and captivating, this deeply insightful book illuminates why physics matters to everyone and calls one and all to share in the profound adventure of seeking truth in the world around us.

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  Battling Drought

  Scientific American

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  The extreme drought in the US Southwest has brought the issues of water use and management to the forefront of media attention. Historically, arguments over water rights have plagued this area since the days of John Wesley Powell, and disputes mark the relations between states, city-dwellers, farmers, and environmentalists to this day. Add to that the challenges of climate change, which is altering rainfall patterns the world over, and the imperative to rethink water management policies becomes acute. 
  Battling Drought takes a long look at the situation in the American Southwest from the early engineering projects, such as building the Hoover and Grand Coulee dams, which were designed to tame the rivers, to the recycling and restoration efforts of today. Projects like the recycling of wastewater in Santa Rosa, CA, and the restoration of the Aral Sea in Central Asia offer both optimism and lessons for change. However, the story of the Himba in Africa—who have, so far, successfully blocked building a dam on a nearby river—illustrates that changing attitudes is often like trying to change the flow of a river. It’s an upstream battle. While successful projects like these move us toward that goal, new technologies, methods, and crops are still needed to combat diminishing water supplies. A common saying is that someone “spends money like water.” Over the last century, we’ve learned that water might be the more precious of the two.

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  MACHINE LEARNING AND ARTIFICIAL...

  Carl Dennis

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  Machine Learning (ML) and Artificial Intelligence (AI) are two of the most popular and rapidly evolving fields in the technology industry. From self-driving cars and personalized recommendation systems to speech recognition and medical diagnosis, ML and AI are transforming the way we live and work. 
  In this book, you'll learn about the fundamental concepts and practical applications of ML and AI. You'll discover how to build, train, and deploy intelligent systems using popular programming languages and frameworks such as Python, TensorFlow, and PyTorch. 
  Here are some of the topics covered in the book:The basics of ML and AI, including supervised and unsupervised learning, deep learning, and neural networksData preprocessing, feature selection, and dimensionality reduction techniquesModel selection, evaluation, and optimizationComputer vision and image recognitionNatural language processing (NLP) and text analysisReinforcement learning and game theoryEthical considerations and potential biases in AI\ 
  And Much More!... 
  Whether you're a beginner or an experienced programmer, this book will provide you with the knowledge and skills you need to start building intelligent systems with confidence. 
  So, dive into the exciting world of ML and AI and unlock the potential of these cutting-edge technologies! 
   

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  Hypnosis for confidence public...

  Stuart Newman

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  Hypnosis for confidence public speaking and presentations with DST Hypno and Stu Newman is the perfect way to get over your fear of public speaking.  
  Through hypnosis, you can learn how to relax before a speech or presentation, reduce anxiety, control nerves during an event, increase self-confidence in communication situations and develop effective techniques for communicating effectively.  
  With the help of Stu Newman’s years of experience as a professional hypnotist combined with his expertise in Neuro Linguistic Programming (NLP), you can be sure that this program will provide powerful tools that will help you become more confident when it comes to presenting yourself publicly.  
  So don't wait any longer - take advantage now of this amazing opportunity by signing up for DST Hypno's program today!

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  Human-Centered Design - Crafting...

  Jacob Richardson

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  In a world where technology evolves at breakneck speed, creating products and services that truly resonate with users is more important than ever. Human-Centered Design: Crafting Meaningful and User-Friendly Experiences offers a comprehensive guide to understanding and implementing the principles of Human-Centered Design (HCD) to deliver solutions that are not only functional but also deeply satisfying to the people who use them. 
  This book delves into the essence of HCD, emphasizing the importance of empathy, collaboration, and iteration in the design process. Through detailed explanations, real-world case studies, and practical exercises, readers will learn how to:Conduct thorough user research to uncover genuine needs and pain points.Develop insightful user personas and problem statements to guide the design process.Utilize brainstorming and ideation techniques to generate innovative concepts.Create effective prototypes and conduct meaningful usability tests to refine solutions.Leverage the latest tools and technologies in digital design, prototyping, and user feedback. 
  From technology and product design to healthcare and urban planning, this book explores how HCD can be applied across various fields to achieve impactful results. It also addresses the challenges of balancing user needs with business goals and overcoming resistance to change within organizations. 
  Human-Centered Design: Crafting Meaningful and User-Friendly Experiences is an essential resource that will inspire you to put people at the heart of your design process and deliver solutions that make a difference. 
   

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