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Text Analysis with Python: A Research Oriented Guide

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Title: Text Analysis with Python: A Research Oriented Guide
Description: Text Analysis with Python: A Research-Oriented Guide is a quick and comprehensive reference on text mining using python code. The main objective of the book is to equip the reader with the knowledge to apply various machine learning and deep learning techniques to text data. The book is organized into eight chapters which present the topic in a structured and progressive way.Key Features middot; Introduces the reader to Python programming and data processing middot; Introduces the reader to the preliminaries of natural language processing (NLP) middot; Covers data analysis and visualization using predefined python libraries and datasets middot; Teaches how to write text mining programs in Python middot; Includes text classification and clustering techniques middot; Informs the reader about different types of neural networks for text analysis middot; Includes advanced analytical techniques such as fuzzy logic and deep learning techniques middot; Explains concepts in a simplified and structured way that is ideal for learners middot; Includes References for further readingText Analysis with Python: A Research-Oriented Guide is an ideal guide for students in data science and computer science courses, and for researchers and analysts who want to work on artificial intelligence projects that require the application of text mining and NLP techniques.
Authors: Mamta, Mittal, Gopi, Battineni, Bhimavarapu, Usharani, Lalit Mohan, Goyal
Resource Type: eBook.
Subjects: Programming languages (Electronic computers), Python (Computer program language), Text processing (Computer science)
Categories: COMPUTERS / Languages / Python, COMPUTERS / Artificial Intelligence / General
Database: eBook Collection (EBSCOhost)
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  Data: Text Analysis with Python: A Research Oriented Guide
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  Data: Text Analysis with Python: A Research-Oriented Guide is a quick and comprehensive reference on text mining using python code. The main objective of the book is to equip the reader with the knowledge to apply various machine learning and deep learning techniques to text data. The book is organized into eight chapters which present the topic in a structured and progressive way.Key Features middot; Introduces the reader to Python programming and data processing middot; Introduces the reader to the preliminaries of natural language processing (NLP) middot; Covers data analysis and visualization using predefined python libraries and datasets middot; Teaches how to write text mining programs in Python middot; Includes text classification and clustering techniques middot; Informs the reader about different types of neural networks for text analysis middot; Includes advanced analytical techniques such as fuzzy logic and deep learning techniques middot; Explains concepts in a simplified and structured way that is ideal for learners middot; Includes References for further readingText Analysis with Python: A Research-Oriented Guide is an ideal guide for students in data science and computer science courses, and for researchers and analysts who want to work on artificial intelligence projects that require the application of text mining and NLP techniques.
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        Scheme: ddc
        Type: prePub
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      – Code: eng
        Text: English
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        Type: general
      – SubjectFull: Python (Computer program language)
        Type: general
      – SubjectFull: Text processing (Computer science)
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      – TitleFull: Text Analysis with Python: A Research Oriented Guide
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2022
            – D: 24
              M: 08
              Type: profile
              Y: 2023
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