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NATURAL LANGUAGE PROCESSING PROJECTS : build next -generation nlp applications using ai techniques by Akshay Kulkarni, Adarsha Shivananda, Anoosh Kulkarni is a nonfiction available to read on EtoBox.

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Leverage machine learning and deep learning techniques to build fully-fledged natural language processing (NLP) projects. Projects throughout this book grow in complexity and showcase methodologies, optimizing tips, and tricks to solve various business problems. You will use modern Python libraries and algorithms to build end-to-end NLP projects. The book starts with an overview of natural language processing (NLP) and artificial intelligence to provide a quick refresher on algorithms. Next, it covers end-to-end NLP projects beginning with traditional algorithms and projects such as customer review sentiment and emotion detection, topic modeling, and document clustering. From there, it delves into e-commerce related projects such as product categorization using the description of the product, a search engine to retrieve the relevant content, and a content-based recommendation system to enhance user experience. Moving forward, it explains how to build systems to find similar sentences using contextual embedding, summarizing huge documents using recurrent neural networks (RNN), automatic word suggestion using long short-term memory networks (LSTM), and how to build a chatbot using tr

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Author

Akshay Kulkarni, Adarsha Shivananda, Anoosh Kulkarni

Publisher

Apress : Imprint: Apress

Published

2021

Language

EN

ISBN

9781484273869

Category

nonfiction

Subjects

Science, Language Learning, Mathematics