عنوان

Natural language processing recipes :

(Number (ISBN

148424267X

(Number (ISBN

9781484242674

Erroneous ISBN

9781484242667

Title Proper

Natural language processing recipes :

General Material Designation

[Book]

Other Title Information

unlocking text data with machine learning and deep learning using Python /

First Statement of Responsibility

Akshay Kulkarni, Adarsha Shivananda.

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Apress,

Date of Publication, Distribution, etc.

[2019]

Specific Material Designation and Extent of Item

1 online resource

Text of Note

Includes index.

Text of Note

Introduction -- Extracting the data -- Exploring and processing text data -- Converting text to features -- Advanced natural language processing -- Implementing industry applications -- Deep learning for NLP.

0

Text of Note

Implement natural language processing applications with Python using a problem-solution approach. This book has numerous coding exercises that will help you to quickly deploy natural language processing techniques, such as text classification, parts of speech identification, topic modeling, text summarization, and sentiment analysis. "Natural language processing recipes" starts by offering solutions for cleaning and preprocessing text data and ways to analyze it with advanced algorithms. You'll see practical applications of the semantic as well as syntactic analysis of text, as well as complex natural language processing approaches that involve text normalization, advanced preprocessing, POS tagging, parsing, text summarization, and sentiment analysis. You will also learn various applications of machine learning and deep learning in natural language processing. By using the recipes in this book, you will have a toolbox of solutions to apply to your own projects in the real world, making your development time quicker and more efficient. You will: Apply NLP techniques using Python libraries such as NLTK, TextBlob, soaCy, Stanford CoreNLP, and many more ; Implement the concepts of information retrieval, text summarization, sentiment analysis, and other advanced natural language processing techniques ; Identify machine learning and deep learning techniques for natural language processing and natural language generation problems.

Source for Acquisition/Subscription Address

Safari Books Online

Stock Number

CL0501000034

Natural language processing (Computer science)

Python (Computer program language)

COMPUTERS-- Programming Languages-- Python.

Natural language processing (Computer science)

Python (Computer program language)

COM-- 051360

Number

Edition

Class number

Kulkarni, Akshay

Shivananda, Adarsha

Date of Transaction

20200823032646.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y