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Natural Language Processing Projects : Build Next-generation Nlp Applications...

Description: Natural Language Processing Projects : Build Next-generation Nlp Applications Using Ai Techniques, Paperback by Kulkarni, Akshay; Shivananda, Adarsha; Kulkarni, Anoosh, ISBN 1484273850, ISBN-13 9781484273852, Like New Used, Free P&P in the UK

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.

Th 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 transfer learning. It concludes with an exploration of next-generation AI and algorithms in the research space.


By the end of this book, you will have the knowledge needed to solve various business problems using NLP techniques.


What You Will Learn

  • Implement full-fledged intelligent NLP applications with Python
  • Translate real-world business problem on text data with NLP techniques
  • Leverage machine learning and deep learning techniques to perform smart language processing
  • Gain hands-on experience implementing end-to-end search engine information retrieval, text summarization, chatbots, text generation, document clustering and product classification, and more


Who This Book Is For

Data scientists, machine learning engineers, and deep learning professionals looking to build natural language applications using Python

Price: 64.9 GBP

Location: Castle Donington

End Time: 2024-11-06T18:09:07.000Z

Shipping Cost: 20.41 GBP

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Natural Language Processing Projects : Build Next-generation Nlp Applications...

Item Specifics

Return postage will be paid by: Buyer

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After receiving the item, your buyer should cancel the purchase within: 30 days

Book Title: Natural Language Processing Projects : Build Next-generation Nlp

Item Height: 254 mm

Item Width: 178 mm

Author: Akshay Kulkarni, Adarsha Shivananda, Anoosh Kulkarni

Publication Name: Natural Language Processing Projects: Build Next-Generation Nlp Applications Using Ai Techniques

Format: Paperback

Language: English

Publisher: Apress

Subject: Computer Science

Publication Year: 2021

Type: Textbook

Number of Pages: 290 Pages

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