Text analysis with Python: a research oriented guide
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 in...
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
Bentham Books
2022
|
| Online-Zugang: | DE-188 |
| Zusammenfassung: | 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. |
| Beschreibung: | 1 Online-Ressource (ii, 254 Seiten) |
| ISBN: | 9789815049602 |
Internformat
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| id | DE-604.BV049944097 |
| illustrated | Not Illustrated |
| indexdate | 2024-11-08T13:01:38Z |
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| isbn | 9789815049602 |
| language | English |
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| spelling | Mittal, Mamta Verfasser (DE-588)1246490374 aut Text analysis with Python a research oriented guide authored by Mamta Mittal (Delhi Skill & Entrepreneurship University, New Delhi, India), Gopi Battineni (University of Camerino, Camerino, Italy), Bhimavarapu Usharani (Department of CSE, Koneru Lakshmaiah Education Foundation at Vaddeswaram, Andhra Pradesh, India) & Lalit Mohan Goyal (Department of Computer Engineering, J.C. Bose University of Science & Technology, YMCA Faridabad (Hr.), India) Singapore Bentham Books 2022 1 Online-Ressource (ii, 254 Seiten) txt rdacontent c rdamedia cr rdacarrier 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. Battineni, Gopi Verfasser aut Usharani, Bhimavarapu Verfasser aut Goyal, Lalit Mohan Verfasser aut Erscheint auch als Druck-Ausgabe 978-981-5049-61-9 Erscheint auch als Druck-Ausgabe, Paperback 978-981-5049-62-6 |
| spellingShingle | Mittal, Mamta Battineni, Gopi Usharani, Bhimavarapu Goyal, Lalit Mohan Text analysis with Python a research oriented guide |
| title | Text analysis with Python a research oriented guide |
| title_auth | Text analysis with Python a research oriented guide |
| title_exact_search | Text analysis with Python a research oriented guide |
| title_full | Text analysis with Python a research oriented guide authored by Mamta Mittal (Delhi Skill & Entrepreneurship University, New Delhi, India), Gopi Battineni (University of Camerino, Camerino, Italy), Bhimavarapu Usharani (Department of CSE, Koneru Lakshmaiah Education Foundation at Vaddeswaram, Andhra Pradesh, India) & Lalit Mohan Goyal (Department of Computer Engineering, J.C. Bose University of Science & Technology, YMCA Faridabad (Hr.), India) |
| title_fullStr | Text analysis with Python a research oriented guide authored by Mamta Mittal (Delhi Skill & Entrepreneurship University, New Delhi, India), Gopi Battineni (University of Camerino, Camerino, Italy), Bhimavarapu Usharani (Department of CSE, Koneru Lakshmaiah Education Foundation at Vaddeswaram, Andhra Pradesh, India) & Lalit Mohan Goyal (Department of Computer Engineering, J.C. Bose University of Science & Technology, YMCA Faridabad (Hr.), India) |
| title_full_unstemmed | Text analysis with Python a research oriented guide authored by Mamta Mittal (Delhi Skill & Entrepreneurship University, New Delhi, India), Gopi Battineni (University of Camerino, Camerino, Italy), Bhimavarapu Usharani (Department of CSE, Koneru Lakshmaiah Education Foundation at Vaddeswaram, Andhra Pradesh, India) & Lalit Mohan Goyal (Department of Computer Engineering, J.C. Bose University of Science & Technology, YMCA Faridabad (Hr.), India) |
| title_short | Text analysis with Python |
| title_sort | text analysis with python a research oriented guide |
| title_sub | a research oriented guide |
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