Get Started In Nlp
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Natural Language Processing Crash Course For Beginners
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Author : Ai Publishing
language : en
Publisher:
Release Date : 2020-08-04
Natural Language Processing Crash Course For Beginners written by Ai Publishing and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-04 with categories.
Natural Language Processing Crash Course for Beginners Artificial 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 Course Introduction to Deep Learning Text Cleaning and Manipulation Common NLP Tasks Importing Text Data from Various Sources Word Embeddings: Converting Words to Numbers IMDB Movies Sentimental Analysis Ham and Spam Message Classification Text Summarization and Topic Modeling Text Classification with Deep Learning Text Translation Using Seq2Seq Model State of the Art NLP with BERT Transformers Hands-on NLP Projects/Articles for Practice Exercise Solutions Click the BUY button and download the book now to start your Natural Language Processing journey.
Natural Language Processing In Action Second Edition
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Author : Hobson Lane
language : en
Publisher: Simon and Schuster
Release Date : 2025-02-25
Natural Language Processing In Action Second Edition written by Hobson Lane and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-25 with Computers categories.
Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you’ll discover state-of-the art Natural Language Processing (NLP) models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. You’ll create NLP tools that can detect fake news, filter spam, deliver exceptional search results and even build truthfulness and reasoning into Large Language Models (LLMs). In Natural Language Processing in Action, Second Edition you will learn how to: • Process, analyze, understand, and generate natural language text • Build production-quality NLP pipelines with spaCy • Build neural networks for NLP using Pytorch • BERT and GPT transformers for English composition, writing code, and even organizing your thoughts • Create chatbots and other conversational AI agents In this new and revised edition, you’ll discover state-of-the art NLP models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. Plus, you’ll discover vital skills and techniques for optimizing LLMs including conversational design, and automating the “trial and error” of LLM interactions for effective and accurate results. About the technology From nearly human chatbots to ultra-personalized business reports to AI-generated email, news stories, and novels, natural language processing (NLP) has never been more powerful! Groundbreaking advances in deep learning have made high-quality open source models and powerful NLP tools like spaCy and PyTorch widely available and ready for production applications. This book is your entrance ticket—and backstage pass—into the next generation of natural language processing. About the book Natural Language Processing in Action, Second Edition introduces the foundational technologies and state-of-the-art tools you’ll need to write and publish NLP applications. You learn how to create custom models for search, translation, writing assistants, and more, without relying on big commercial foundation models. This fully updated second edition includes coverage of BERT, Hugging Face transformers, fine-tuning large language models, and more. What's inside • NLP pipelines with spaCy • Neural networks with PyTorch • BERT and GPT transformers • Conversational design for chatbots About the reader For intermediate Python programmers familiar with deep learning basics. About the author Hobson Lane is a data scientist and machine learning engineer with over twenty years of experience building autonomous systems and NLP pipelines. Maria Dyshel is a social entrepreneur and artificial intelligence expert, and the CEO and cofounder of Tangible AI. Cole Howard and Hannes Max Hapke were co-authors of the first edition.
Arduino The Best Two Hundred Projects
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Author : Mehmet AVCU
language : en
Publisher: arduino instructor
Release Date : 2023-06-25
Arduino The Best Two Hundred Projects written by Mehmet AVCU and has been published by arduino instructor this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-25 with Juvenile Fiction categories.
Arduino The Best Eighty Projects
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Author : Mehmet AVCU
language : en
Publisher: arduino instructor
Release Date : 2023-06-25
Arduino The Best Eighty Projects written by Mehmet AVCU and has been published by arduino instructor this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-25 with Juvenile Fiction categories.
Arduino The Best Sixty Projects
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Author : Mehmet AVCU
language : en
Publisher: arduino instructor
Release Date : 2023-06-25
Arduino The Best Sixty Projects written by Mehmet AVCU and has been published by arduino instructor this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-25 with Juvenile Fiction categories.
Arduino The Best Ninety Projects
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Author :
language : en
Publisher: arduino instructor
Release Date : 2023-06-25
Arduino The Best Ninety Projects written by and has been published by arduino instructor this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-25 with Juvenile Fiction categories.
Arduino The Best One Hundred Thirty Projects
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Author : Mehmet AVCU
language : en
Publisher: arduino instructor
Release Date : 2023-06-25
Arduino The Best One Hundred Thirty Projects written by Mehmet AVCU and has been published by arduino instructor this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-25 with Juvenile Fiction categories.
Arduino The Best One Hundred Seventy Projects
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Author : Mehmet AVCU
language : en
Publisher: arduino instructor
Release Date : 2023-06-25
Arduino The Best One Hundred Seventy Projects written by Mehmet AVCU and has been published by arduino instructor this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-25 with Juvenile Fiction categories.
Arduino The Best One Hundred Seventy Projects
Arduino Fifty Best Projects
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Author : Mehmet AVCU
language : en
Publisher: arduino instructor
Release Date : 2023-06-25
Arduino Fifty Best Projects written by Mehmet AVCU and has been published by arduino instructor this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-25 with Juvenile Fiction categories.
Arduino The Best One Hundred Forty Projects
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Author : Mehmet AVCU
language : en
Publisher: arduino instructor
Release Date : 2023-06-25
Arduino The Best One Hundred Forty Projects written by Mehmet AVCU and has been published by arduino instructor this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-25 with Juvenile Fiction categories.
Arduino The Best One Hundred Forty Projects