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Are you thinking of learning about Natural Language Processing NLP For Absolute BeginnersThis book is for you It would seek to explain common terms and algorithms in an intuitive way The authors used a progressive approach whereby we start out slowly and improve on the complexity of our solutions.This book and the accompanying examples, you would be well suited to tackle problems which pique your interests using NLP.
From AI Sciences PublisherOur books may be the best one for beginners it s a step by step guide for any person who wants to start learning Artificial Intelligence and Data Science from scratch It will help you in preparing a solid foundation and learn any other high level courses.To get the most out of the concepts that would be covered, readers are advised to adopt a hands on approach which would lead to better mental representations.
Target UsersThe book designed for a variety of target audiences The most suitable users would include Anyone who is intrigued by how algorithms arrive at predictions but has no previous knowledge of the field Software developers and engineers with a strong programming background but seeking to break into the field of Data Science and NLP.Seasoned professionals in the field of artificial intelligence and machine learning who desire a birds eye view of current techniques and approaches.
Whats Inside This BookIntroduction to Natural Language ProcessingWhat is Natural Language ProcessingPerspectivizing NLP Areas of AI and Their InterdependenciesPurpose of Natural Language ProcessingText ManipulationTokenizationStemmingLemmatizationNormalizationAccessing Text Corpora and Lexical ResourcesProcessing Raw TextCategorizing and Tagging WordsNLP ApplicationsText ClassificationSentiment ClassificationTopic ModellingQuestion AnsweringSpeech RecognitionMachine TranslationWord RepresentationBag of WordsOne Hot EncodingWord Vectors RepresentationWord2Vec and GloVeLearning to Classify TextSupervised ClassificationDecision TreesNaive Bayes ClassifiersMaximum Entropy ClassifiersDeep Learning for NLPWhat is Deep LearningFeed Forward Neural NetworksRecurrent Neural NetworksGated Recurrent UnitLong Short Term Memory
Frequently Asked QuestionsQ Is this book for me and do I need programming experience A If you want to smash NLP concepts and Fundamentals for Beginners from scratch, this book is for you No need for any coding experience.Q Does this book include everything I need to become a NLP expert A Unfortunately, no This book is designed for readers taking their first steps in NLP and further learning will be required beyond this book to master all aspects of NLP.Q Can I have a refund if this book doesnt fit for me A Yes, refund you if you aren t satisfied, for information about the refund service please go to the help platform We will also be happy to help you if you send us an email look inside the book sample MONEY BACK GUARANTEE BY
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- Format Kindle
- Introduction to Natural Language Processing: Concepts and Fundamentals for Beginners (English Edition)
- Michael Walker
- 13 March 2016 Michael Walker
- 77 pages