Natural Language Processing with Python Quick Start Guide
Going from a Python developer to an effective Natural Language Processing Engineer
| Price | $25.95 - $29.99
|
| Rating |  |
| Author | Nirant Kasliwal |
| Publisher | Packt Publishing |
| Published | 2018 |
| Pages | 182 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1789130387 |
| ISBN-13 | 9781789130386 |
NLP in Python is among the most sought after skills among data scientists. With code and relevant case studies, this book will show how you can use industry-grade tools to implement NLP programs capable of learning from relevant data. We will explore many modern methods ranging from spaCy to word vectors that have reinvented NLP.
The book takes you from the basics of NLP to building text processing applications. We start with an introduction to the basic vocabulary along with a workflow for building NLP applications.
We use industry-grade NLP tools for cleaning and pre-processing text, automatic question and answer generation using linguistics, text embedding, text classifier, and building a chatbot. With each project, you will learn a new concept of NLP. You will learn about entity recognition, part of speech tagging and dependency parsing for Q and A. We use text embedding for both clustering documents and making chatbots, and then build classifiers using scikit-learn.
We conclude by deploying these models as REST APIs with Flask.
By the end, you will be confident building NLP applications, and know exactly what to look for when approaching new challenges.
- Nirant Kasliwal
Similar Books
Applied Natural Language Processing with Python
by Taweh Beysolow II
Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms.Applied Natura...
Price: $23.64 | Publisher: Apress | Release: 2018
Natural Language Processing with Python 
by Steven Bird, Ewan Klein, Edward Loper
This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies ranging from predictive text and email filtering to automatic summarization and translation. You'll learn how to write Python programs to analyze the structure and meaning of texts, drawing on techn...
Price: $20.10 | Publisher: O'Reilly Media | Release: 2009
Natural Language Processing in Action
by Hobson Lane, Cole Howard, Hannes Hapke
Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI.Recent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result? Chatbots that can imitate real peopl...
Price: $44.95 | Publisher: Manning | Release: 2019
Natural Language Processing with TensorFlow
by Thushan Ganegedara
Natural language processing (NLP) supplies the majority of data available to deep learning applications, while TensorFlow is the most important deep learning framework currently available. Natural Language Processing with TensorFlow brings TensorFlow and NLP together to give you invaluable tools to work with the immense volume of unstruct...
Price: $39.99 | Publisher: Packt Publishing | Release: 2018
by Sumi Raj
Build your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you will gain vital information on their architecture. You will then dive straight into natural language processing with the natural language toolkit (NLTK) for building a custom language processing platform for your chatbot....
Price: $27.96 | Publisher: Apress | Release: 2019
Natural Language Processing with Java, 2nd Edition
by Richard M. Reese, AshishSingh Bhatia
Natural Language Processing (NLP) allows you to take any sentence and identify patterns, special names, company names, and more. The second edition of Natural Language Processing with Java teaches you how to perform language analysis with the help of Java libraries, while constantly gaining insights from the outcomes.You'll start by under...
Price: $39.99 | Publisher: Packt Publishing | Release: 2018
Natural Language Processing with Java
by Richard M Reese
Natural Language Processing (NLP) is an important area of application development and its relevance in addressing contemporary problems will only increase in the future. There has been a significant increase in the demand for natural language-accessible applications supported by NLP tasks.Natural Language Processing with Java will explore...
Price: $35.99 | Publisher: Packt Publishing | Release: 2015
Python Text Processing with NLTK 2.0 Cookbook
by Jacob Perkins
Natural Language Processing is used everywhere - in search engines, spell checkers, mobile phones, computer games - even your washing machine. Python's Natural Language Toolkit (NLTK) suite of libraries has rapidly emerged as one of the most efficient tools for Natural Language Processing. You want to employ nothing less than the best tec...
Price: $23.99 | Publisher: Packt Publishing | Release: 2010