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Packt Next Generation Natural Language Processing With Python Tutorial

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Packt Next Generation Natural Language Processing With Python Tutorial
PACKT NEXT GENERATION NATURAL LANGUAGE PROCESSING WITH PYTHON TUTORIAL
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Size: 321.6 MB




Description
University of OXford & University of camBRiDGE

is a collective term for characteristics that the two institutions share

Next Generation Natural Language Processing with Python

Published by: Packt
Mar 2018

Lecture Size: 07x50
Length: -2 hrs
Lecture Date: 10/2018
Lecture Link: https://www.safaribooksonline.com/
https://www.packtpub.com: | Practical techniques and methods to analyze your text data. Power
| your decision making using next generation libraries
|
| About This Video
|
| Get to grips with powerful new libraries such as Gensim
| Spacy, and Keras
| Learn tips and tricks to quickly become an NLP practitioner
| Learn fundamental concepts and get hands-on worked examples
|
| In Detail
|
| The company you work for has accumulated a lot of valuable data
| from its customers, all stored as text, and you need to extract
| some value from that data. You ve spent a lot of combined time
| writing about what they want but no-one knows what they have
| written about and no-one has the time to read all the messages
|
| This course empowers you to know how to attack this and other text
| analysis problems to unlock value for your organization. You ll
| start by seeing how NLP can help you extract useful information
| from large collections of text data, and how you can use the
| latest Python libraries for NLP. Then we ll show you how to solve
| a practical problem using NLP by building a spam SMS detector
| You ll also learn to convert words into numbers that can be
| analyzed
|
| Moving on, we ll teach you how to accurately label new documents
| to get an accuracy score and cluster your data together. Finally
| you ll see more advanced analysis and will model text by using
| vector space models and semantic parsing to break down the
| components of a sentence. You ll also work with neural networks
| and learn how to write believable text
|
| By the end of the course, you ll be able to use the latest
| libraries of NLP in Python in your day-to-day tasks. All the code
| and supporting files for this course are available on Github at
| https://github.com/PacktPublishing/Next-Generation-Natural
| Language-Processing-with-Python
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