Description: Practical Natural Language Processing With Python : With Case Studies from Industries Using Text Data at Scale, Paperback by Sri, Mathangi, ISBN 148426245X, ISBN-13 9781484262450, Brand New, Free shipping in the US
Work with natural language tools and techniques to solve real-world problems. This book focuses on how natural language processing (NLP) is used in various industries. Each chapter describes the problem and solution strategy, then provides an intuitive explanation of how different algorithms work and a deeper dive on code and output in Python.
Practical Natural Language Processing with Python follows a case study-based approach. Each chapter is devoted to an industry or a use case, where you address the real business problems in that industry and the various ways to solve them. You start with various types of text data before focusing on the customer service industry, the type of data available in that domain, and the common NLP problems encountered. Here you cover the bag-of-words model supervised learning technique as you try to solve the case studies. Similar depth is given to other use cases such as online reviews, bots, finance, and so on. As you cover the problems in these industries you’ll also cover sentiment analysis, named entity recognition, word2vec, word similarities, topic modeling, deep learning, and sequence to sequence modelling.
By the end of th, you will be able to handle all types of NLP problems independently. You will also be able to think in different ways to solve language problems. Code and techniques for all the problems are provided in th.
What You Will Learn
- Build an understanding of NLP problems in industry
- Gain the know-how to solve a typical NLP problem using language-based models and machine learning
- Discover the best methods to solve a business problem using NLP - the tried and tested ones
- Understand the business problems that are tough to solve
Who This Book Is For
Analytics and data science professionals who want to kick start NLP, and NLP professionals who want to get new ideas to solve the problems at hand.
Price: 46.71 USD
Location: Jessup, Maryland
End Time: 2024-12-03T01:25:59.000Z
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Book Title: Practical Natural Language Processing With Python : With Case Stu
Number of Pages: Xv, 253 Pages
Publication Name: Practical Natural Language Processing with Python : With Case Studies from Industries Using Text Data at Scale
Language: English
Publisher: Apress L. P.
Subject: Intelligence (Ai) & Semantics, Probability & Statistics / General, Programming / Open Source, Programming Languages / Python
Publication Year: 2020
Item Weight: 18.4 Oz
Type: Textbook
Item Length: 10 in
Author: Mathangi Sri
Subject Area: Mathematics, Computers
Item Width: 7 in
Format: Trade Paperback
