░ ░▒▒▒▓▓█████▌░░ 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. YouÆve 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. YouÆll
| 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 weÆll show you how to solve
| a practical problem using NLP by building a spam SMS detector.
| YouÆll also learn to convert words into numbers that can be
| analyzed.
|
| Moving on, weÆll teach you how to accurately label new documents
| to get an accuracy score and cluster your data together. Finally,
| youÆll see more advanced analysis and will model text by using
| vector space models and semantic parsing to break down the
| components of a sentence. YouÆll also work with neural networks
| and learn how to write believable text.
|
| By the end of the course, youÆll 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
,