Monday, February 27, 2023

Natural Language Processing Books (April 2020)

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1. Natural Language Processing with Python
Book by Edward Loper, Ewan Klein, and Steven Bird, 2009, OReilly

2. Speech and Language Processing
Book by Daniel Jurafsky and James H. Martin, 2000

3. Foundations of Statistical Natural Language Processing
Book by Christopher D. Manning and Hinrich Schütze, 1999

4. Neural Network Methods in Natural Language Processing
Book by Yoav Goldberg, 2017

5. Natural Language Processing with TensorFlow: Teach Language to Machines Using Python's Deep Learning Library
Book by Thushan Ganegedara, 2018

6. Natural Language Processing in Action: Understanding, Analyzing, ...
Book by Cole Howard, Hannes Hapke, and Hobson Lane, 2019

7. The Oxford Handbook of Computational Linguistics
Ruslan Mitkov, 2003

8. Introduction to Natural Language Processing
Textbook by Jacob Eisenstein, 2019

9. Natural Language Processing Fundamentals: Build Intelligent Applications that Can Interpret the Human Language to Deliver Impactful Results
Book by Dwight Gunning and Sohom Ghosh, 2019

10. Deep Learning in Natural Language Processing
Book, 2018

11. Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning
Book by Brian McMahan and Delip Rao, 2019

12. Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning
Book by Benjamin Bengfort, Rebecca Bilbro, and Tony Ojeda, 2018

13. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Book by Aurelien Geron, 2017

14. Text Mining with R: A Tidy Approach
Book by David Robinson and Julia Silge, 2017

15. Handbook of Natural Language Processing
Book, 2010

16. Taming Text: How to Find, Organize, and Manipulate It
Book by Andrew L. Farris, Grant S. Ingersoll, and Thomas S. Morton, 2013

17. Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax
Book by Emily M. Bender, 2013

18. Python Natural Language Processing
Book by Jalaj Thanaki, 2017

19. Deep Learning for Natural Language Processing
Book by Stephan Raaijmakers, 2020

20. Deep Learning for Natural Language Processing: Solve Your Natural Language Processing Problems with Smart Deep Neural Networks
Book by Karthiek Reddy Bokka, Shubhangi Hora, and Tanuj Jain, 2019

21. Natural Language Processing and Computational Linguistics: A Practical Guide to Text Analysis with Python, Gensim, SpaCy, and Keras
Book by Bhargav Srinivasa-Desikan, 2018

22. Natural Language Processing Recipes: Unlocking Text Data with Machine Learning and Deep Learning Using Python
Book by Adarsha Shivananda and Akshay Kulkarni, 2019

23. Hands-On Natural Language Processing with Python: A Practical Guide to Applying Deep Learning Architectures to Your NLP Applications
Book by Rajalingappaa Shanmugamani and Rajesh Arumugam, 2018

24. Deep Learning for NLP and Speech Recognition
Textbook by James Whitaker, John Liu, and Uday Kamath, 2019

25. Deep Reinforcement Learning Hands-On: Apply Modern RL Methods, with Deep Q-networks, Value Iteration, Policy Gradients, TRPO, AlphaGo Zero and More
Book by Maxim Lapan, 2018

26. Natural Language Processing with Java: Techniques for Building Machine Learning and Neural Network Models for NLP, 2nd Edition
Book by AshishSingh Bhatia and Richard M. Reese, 2018

27. The Handbook of Computational Linguistics and Natural Language Processing
Book, 2010

28. Deep Learning for Natural Language Processing: Creating Neural Networks with Python
Book by Karan Jain, Palash Goyal, and Sumit Pandey, 2018

29. Statistical Machine Translation
Textbook by Philipp Koehn, 2009

30. Natural Language Processing with Python: Natural Language ...
Book by Frank Millstein, 2018

31. Natural Language Processing with Java
Book by Richard M. Reese, 2015

32. Python 3 Text Processing with NLTK 3 Cookbook
Book by Jacob Perkins, 2010

33. Big Data Analytics Methods: Analytics Techniques in Data Mining, Deep Learning and Natural Language Processing
Book by Peter Ghavami, 2019

34. Deep Learning with Python
Book by François Chollet, 2017

35. Natural Language Processing with Python and SpaCy: A Practical ...
Book by Yuli Vasiliev, 2020

36. Applied Natural Language Processing with Python: Implementing Machine Learning and Deep Learning Algorithms for Natural Language Processing
Book by Taweh Beysolow II, 2018

37. FastText Quick Start Guide: Get Started with Facebook's Library for Text Representation and Classification
Book by Joydeep Bhattacharjee, 2018

38. Introduction to Machine Learning with Python: A Guide for Data Scientists
Book by Andreas C. Müller and Sarah Guido, 2016

39. Python Machine Learning: Machine Learning and Deep Learning with Python, Scikit-learn, and TensorFlow 2, 3rd Edition
Book by Sebastian Raschka and Vahid Mirjalili, 2019

40. Natural Language Processing with Python Cookbook: Over 60 Recipes to Implement Text Analytics Solutions Using Deep Learning Principles
Book by Krishna Bhavsar and Pratap Dangeti, 2017

41. Prolog and Natural-Language Analysis
Book by Fernando C. N. Pereira and Stuart M. Shieber, 1987

42. Natural Language Processing in Artificial Intelligence
Book, 2020

43. Deep Learning with TensorFlow 2 and Keras: Regression, ConvNets, GANs, RNNs, NLP, and More with TensorFlow 2 and the Keras API, 2nd Edition
Book by Amita Kapoor, Antonio Gulli, and Sujit Pal, 2019

44. Natural Language Processing for Prolog Programmers
Book by Michael A. Covington, 1994

45. Python Text Processing with NLTK 2.0 Cookbook: Over 80 Practical Recipes for Using Python's NLTK Suite of Libraries to Maximize Your Natural Language Processing Capabilities
Book by Jacob Perkins, 2010

46. Statistical methods for speech recognition
Book by Frederick Jelinek, 1997

47. Introduction to information retrieval
Book by Christopher D. Manning, Hinrich Schütze, and Prabhakar Raghavan, 1999

48. Natural Language Processing: Python and NLTK
Book by Deepti Chopra, Jacob Perkins, and Nitin Hardeniya, 2016

49. You Look Like a Thing and I Love You
Novel by Janelle Shane, 2019
Genre: Humour

50. Building Machine Learning Powered Applications: Going from Idea to Product
Book by Emmanuel Ameisen, 2020

51. TinyML: Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers
Book by Daniel Situnayake and Pete Warden, 2019
Tags: List of Books,Natural Language Processing,

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