عنوان

Applied natural language processing with Python :

(Number (ISBN

1484237331

(Number (ISBN

9781484237335

Erroneous ISBN

1484237323

Erroneous ISBN

9781484237328

Title Proper

Applied natural language processing with Python :

General Material Designation

[Book]

Other Title Information

implementing machine learning and deep learning algorithms for natural language processing /

First Statement of Responsibility

Taweh Beysolow II.

Place of Publication, Distribution, etc.

[Berkeley, CA] :

Name of Publisher, Distributor, etc.

Apress,

Date of Publication, Distribution, etc.

2018.

Specific Material Designation and Extent of Item

1 online resource

Text of Note

What Is Natural Language Processing? -- Review of Deep Learning -- Working with Raw Text -- Topic Modeling and Word Embeddings -- Text Generation, Machine Translation, and Other Recurrent Language Modeling Tasks.

0

Text of Note

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 Natural Language Processing with Python starts with reviewing the necessary machine learning concepts before moving onto discussing various NLP problems. After reading this book, you will have the skills to apply these concepts in your own professional environment. What You Will Learn Utilize various machine learning and natural language processing libraries such as TensorFlow, Keras, NLTK, and Gensim Manipulate and preprocess raw text data in formats such as .txt and .pdf Strengthen your skills in data science by learning both the theory and the application of various algorithms Who This Book Is For You should be at least a beginner in ML to get the most out of this text, but you needn't feel that you need be an expert to understand the content.

Source for Acquisition/Subscription Address

Safari Books Online

Stock Number

CL0500000997

Title

Applied natural language processing with Python.

International Standard Book Number

9781484237328

Machine learning.

Natural language processing (Computer science)

Python (Computer program language)

Computer programming-- software development.

COMPUTERS-- General.

COMPUTERS-- Programming Languages-- Python.

Databases.

Machine learning.

Natural language processing (Computer science)

Program concepts-- learning to program.

Programming & scripting languages: general.

Python (Computer program language)

COM-- 000000

COM-- 051360

Number

Edition

Class number

Beysolow, Taweh

Date of Transaction

20200823032230.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y