Practical Natural Language Processing with Python

Name: Practical Natural Language Processing with Python
Brand: APress
SKU: 9781484262450
Price: 224.99 RON
Availability: InStock

Autor: Mathangi Sri

Limbă:

Legare: Carte broșată

Editura: APress

Disponibilitate: În depozitul extern

Expediem în 9-15 zile

224.99 lei

Work with natural language tools and techniques to solve real-world problems. This book focuses on h...

Informații despre carte

Autor

Mathangi Sri

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2020

Pagini

253

EAN

9781484262450

ISBN

148426245X

Enbook ID

33030423

Editura

APress

Greutate

528

Dimensiuni

254 x 179 x 24

Descriere completă

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 the book, 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 the book. What You Will Learn

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