Natural language processing using (437 risultati)

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Paperback. Condizione: Good. Getting Started with Natural Language Processing is a hands-on guide filled with everything you need to get started with NLP in a friendly, understandable tutorial. Full of Python code and hands-on projects, each chapter provides a concrete example with practical techniques that you can put into practice right away.   By following the numerous Python-based examples and real-world case studies, you?ll apply NLP to search applications, extracting meaning from text, sentiment analysis, user profiling, and more. When you?re done, you?ll have a solid grounding in NLP that will serve as a foundation for further learning.   Key Features ·   Extracting information from raw text ·   Named entity recognition ·   Automating summarization of key facts ·   Topic labeling   For beginners to NLP with basic Python skills.   About the technology Natural Language Processing is a set of data science techniques that enable machines to make sense of human text and speech. Advances in machine learning and deep learning have made NLP more efficient and reliable than ever, leading to a huge number of new tools and resources. From improving search applications to sentiment analysis, the possible applications of NLP are vast and growing.   Ekaterina Kochmar is an Affiliated Lecturer and a Senior Research Associate at the Natural Language and Information Processing group of the Department of Computer Science and Technology, University of Cambridge. She holds an MA degree in Computational Linguistics, an MPhil in Advanced Computer Science, and a PhD in Natural Language Processing.…

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Paperback. Condizione: Very Good. Natural Language Processing Crash Course for BeginnersArtificial Intelligence (AI) isn't the latest fad The reason is AI has been around since 1956, and its relevance is evident in every field today. Artificial Intelligence incorporates human intelligence into machines. Machine Learning (ML), a branch of AI, enables machines to learn by themselves. Deep Learning (DL), a subfield of Machine Learning, uses algorithms that are inspired by the functioning of the human brain. Natural Language Processing (NLP) combines computational linguistics and Artificial Intelligence, enabling computers and humans to communicate seamlessly. And NLP is immensely powerful and impactful as every business is looking to integrate it into their day to day dealings.How Is This Book Different?This book by AI Publishing is carefully crafted, giving equal importance to the theoretical concepts as well as the practical aspects of natural language processing. In each chapter of the second half of the book, the theoretical concepts of different types of deep learning and NLP techniques have been covered in-depth, followed by practical examples. You will learn how to apply different NLP techniques using the TensorFlow and Keras libraries for Python. Each chapter contains exercises that are designed to evaluate your understanding of the concepts covered in that chapter. Also, in the Resources section of each chapter, you can access the Python notebook. The author has also compiled a list of hands-on NLP projects and competitions that you can try on your own. The main benefit of purchasing this book is you get immediate access to all the extra learning material presented with this book--Python codes, exercises, PDFs, and references--on the publisher's website without having to spend an extra cent. You can download the datasets used in this book at runtime, or you can access them in the Resources/Datasets folder.The author holds your hand through everything. He provides you a step by step explanation of the installation of the software needed to implement the various NLP techniques in this book. You can start experimenting with the practical aspects of NLP right from the beginning.Even if you are new to Python, you'll find the ultra-short course on Python programming language in the second chapter immensely helpful. You get all the codes and datasets with this book. So, if you have access to a computer with the internet, you can get started. The topics covered include: What is Natural Language Processing?Environment Setup and Python Crash CourseIntroduction to Deep LearningText Cleaning and ManipulationCommon NLP TasksImporting Text Data from Various SourcesWord Embeddings: Converting Words to NumbersIMDB Movies Sentimental AnalysisHam and Spam Message ClassificationText Summarization and Topic ModelingText Classification with Deep LearningText Translation Using Seq2Seq ModelState of the Art NLP with BERT TransformersHands-on NLP Projects/Articles for PracticeExercise SolutionsClick the BUY button and download the book now to start your Natural Language Processing journey.…

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