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Text Analysis with Python: A Research-Oriented Guide
Text Analysis with Python: A Research-Oriented Guide
Text Analysis with Python: A Research-Oriented Guide
Ebook456 pages2 hours

Text Analysis with Python: A Research-Oriented Guide

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About this ebook

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

· Introduces the reader to Python programming and data processing

· Introduces the reader to the preliminaries of natural language processing (NLP)

· Covers data analysis and visualization using predefined python libraries and datasets

· Teaches how to write text mining programs in Python

· Includes text classification and clustering techniques

· Informs the reader about different types of neural networks for text analysis

· Includes advanced analytical techniques such as fuzzy logic and deep learning techniques

· Explains concepts in a simplified and structured way that is ideal for learners

· Includes References for further reading

Text 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.
LanguageEnglish
Release dateAug 12, 2022
ISBN9789815049602
Text Analysis with Python: A Research-Oriented Guide
Author

Mamta Mittal

Dr. Mamta Mittal works as Head and Associate Professor (Data Analytics and Data Science) in Delhi Skill & Entrepreneurship University (under Government of NCT Delhi), New Delhi. She received a PhD in Computer Science and Engineering from Thapar University, Patiala; MTech (Honors) in Computer Science & Engineering from YMCA, Faridabad; and B. Tech in Computer Science & Engineering from Kurukshetra University, Kurukshetra, in 2001. She has been teaching for the last 18 years with emphasis on Data Mining, Machine Learning, DBMS and Data Structure. Dr. Mittal is a lifetime member of CSI and published more than 80 research papers. She holds five patents, two of which have been granted copyrights, and three more published in the area of Artificial Intelligence, IoT and Deep Learning. Dr. Mittal has edited/authored many books with reputed publishers, and is working on DST approved Project “Development of IoT based hybrid navigation module for mid-sized autonomous vehicles”. Currently, she is guiding PhD scholars in Machine Learning, Computer Vision and Deep Learning areas. Dr. Mittal is Editorial Board member with Inder-Science, Bentham Science, Springer and Elsevier, handled Special issues, has chaired many Conferences.

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    Text Analysis with Python - Mamta Mittal

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