Packt Next Generation Natural Language Processing With Python Tutoriale

Category: Tutorial

Posted on 2019-02-14, by elegance.



Size: 321.6 MB

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
| Language-Processing-with-Python
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