Items related to Python Natural Language Processing: Advanced machine...
Python Natural Language Processing: Advanced machine learning and deep learning techniques for natural language processing - Softcover
Synopsis
Key Features
- Implement Machine Learning and Deep Learning techniques for efficient natural language processing
- Get started with NLTK and implement NLP in your applications with ease
- Understand and interpret human languages with the power of text analysis via Python
Book Description
This book starts off by laying the foundation for Natural Language Processing and why Python is one of the best options to build an NLP-based expert system with advantages such as Community support, availability of frameworks and so on. Later it gives you a better understanding of available free forms of corpus and different types of dataset. After this, you will know how to choose a dataset for natural language processing applications and find the right NLP techniques to process sentences in datasets and understand their structure. You will also learn how to tokenize different parts of sentences and ways to analyze them.
During the course of the book, you will explore the semantic as well as syntactic analysis of text. You will understand how to solve various ambiguities in processing human language and will come across various scenarios while performing text analysis.
You will learn the very basics of getting the environment ready for natural language processing, move on to the initial setup, and then quickly understand sentences and language parts. You will learn the power of Machine Learning and Deep Learning to extract information from text data.
By the end of the book, you will have a clear understanding of natural language processing and will have worked on multiple examples that implement NLP in the real world.
What you will learn
- Focus on Python programming paradigms, which are used to develop NLP applications
- Understand corpus analysis and different types of data attribute.
- Learn NLP using Python libraries such as NLTK, Polyglot, SpaCy, Standford CoreNLP and so on
- Learn about Features Extraction and Feature selection as part of Features Engineering.
- Explore the advantages of vectorization in Deep Learning.
- Get a better understanding of the architecture of a rule-based system.
- Optimize and fine-tune Supervised and Unsupervised Machine Learning algorithms for NLP problems.
- Identify Deep Learning techniques for Natural Language Processing and Natural Language Generation problems.
About the Author
Jalaj Thanaki is a data scientist by profession and data science researcher by practice. She likes to deal with data science related problems. She wants to make the world a better place using data science and artificial intelligence related technologies. Her research interest lies in natural language processing, machine learning, deep learning, and big data analytics. Besides being a data scientist, Jalaj is also a social activist, traveler, and nature-lover.
Table of Contents
- Introduction
- Practical Understanding of a Corpus and Dataset
- Understanding the Structure of a Sentences
- Preprocessing
- Feature Engineering and NLP Algorithms
- Advanced Feature Engineering and NLP Algorithms
- Rule-Based System for NLP
- Machine Learning for NLP Problems
- Deep Learning for NLU and NLG Problems
- Advanced Tools
- How to Improve Your NLP Skills
- Installation Guide
"synopsis" may belong to another edition of this title.
About the Author
Jalaj Thanaki is a data scientist by profession and data science researcher by practice. She likes to deal with data science related problems. She wants to make the world a better place using data science and artificial intelligence related technologies. Her research interest lies in natural language processing, machine learning, deep learning, and big data analytics. Besides being a data scientist, Jalaj is also a social activist, traveler, and nature-lover.
"About this title" may belong to another edition of this title.
- PublisherPackt Publishing
- Publication date2017
- ISBN 10 1787121429
- ISBN 13 9781787121423
- BindingPaperback
- LanguageEnglish
- Number of pages486
Search results for Python Natural Language Processing: Advanced machine...
Stock Image
Python Natural Language Processing: Advanced machine learning and deep learning techniques for natural language processing
Seller: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.82. Seller Inventory # G1787121429I4N00
Quantity: 1 available
Stock Image
Python Natural Language Processing: Advanced machine learning and deep learning techniques for natural language processing
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar2912160176801
Quantity: Over 20 available
Stock Image
Python Natural Language Processing Advanced machine learning and deep learning techniques for natural language processing
Print on DemandSeller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 4 out of 5 stars
PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781787121423
Quantity: Over 20 available
Stock Image
Python Natural Language Processing Advanced machine learning and deep learning techniques for natural language processing
Print on DemandSeller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781787121423
Quantity: Over 20 available
Stock Image
Python Natural Language Processing: Advanced machine learning and deep learning techniques for natural language processing
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781787121423_new
Quantity: Over 20 available
Stock Image
Python Natural Language Processing
Published by
Packt Publishing, Limited, 2017
ISBN 10: 1787121429
ISBN 13: 9781787121423
New
Softcover
Seller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Print on Demand pp. 486. Seller Inventory # 383820125
Quantity: 4 available
Stock Image
Python Natural Language Processing
Published by
Packt Publishing Limited, 2017
ISBN 10: 1787121429
ISBN 13: 9781787121423
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 1031. Seller Inventory # C9781787121423
Quantity: Over 20 available
Seller Image
Python Natural Language Processing
Seller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Über den AutorrnrnJalaj Thanaki is an experienced data scientist with a demonstrated history of working in the information technology, publishing, and finance industries. She is author of the book Python Natural Language Processing, Packt p. Seller Inventory # 513026255
Quantity: Over 20 available
Seller Image
Python Natural Language Processing : Advanced machine learning and deep learning techniques for natural language processing
Print on DemandSeller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Leverage the power of machine learning and deep learning to extract information from text data Key FeaturesImplement Machine Learning and Deep Learning techniques for efficient natural language processing Get started with NLTK and implement NLP in your applications with ease Understand and interpret human languages with the power of text analysis via Python Book Description This book starts off by laying the foundation for Natural Language Processing and why Python is one of the best options to build an NLP-based expert system with advantages such as Community support, availability of frameworks and so on. Later it gives you a better understanding of available free forms of corpus and different types of dataset. After this, you will know how to choose a dataset for natural language processing applications and find the right NLP techniques to process sentences in datasets and understand their structure. You will also learn how to tokenize different parts of sentences and ways to analyze them. During the course of the book, you will explore the semantic as well as syntactic analysis of text. You will understand how to solve various ambiguities in processing human language and will come across various scenarios while performing text analysis. You will learn the very basics of getting the environment ready for natural language processing, move on to the initial setup, and then quickly understand sentences and language parts. You will learn the power of Machine Learning and Deep Learning to extract information from text data. By the end of the book, you will have a clear understanding of natural language processing and will have worked on multiple examples that implement NLP in the real world. What you will learnFocus on Python programming paradigms, which are used to develop NLP applications Understand corpus analysis and different types of data attribute. Learn NLP using Python libraries such as NLTK, Polyglot, SpaCy, Standford CoreNLP and so on Learn about Features Extraction and Feature selection as part of Features Engineering. Explore the advantages of vectorization in Deep Learning. Get a better understanding of the architecture of a rule-based system. Optimize and fine-tune Supervised and Unsupervised Machine Learning algorithms for NLP problems. Identify Deep Learning techniques for Natural Language Processing and Natural Language Generation problems. Who this book is for: This book is intended for Python developers who wish to start with natural language processing and want to make their applications smarter by implementing NLP in them. Seller Inventory # 9781787121423
Quantity: 1 available
Stock Image
Python Natural Language Processing: Advanced machine learning and deep learning techniques for natural language processing
Seller: Mispah books, Redhill, SURRE, United Kingdom
Seller rating 4 out of 5 stars
Paperback. Condition: New. New. book. Seller Inventory # ERICA77517871214296
Quantity: 1 available