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Python Django Web Development of NLP App
Rating: 4.3 out of 5(10 ratings)
60 students

Python Django Web Development of NLP App

Django Web Development with Python and Spacy
Last updated 3/2020
English

What you'll learn

  • How to install,create and activate virtual environment
  • How to create a project in Django
  • How to create an app in Django
  • How to combine Spacy and Python for NLP in Django
  • How to perform regex in Django
  • How to perform lemmatization in Django
  • How to perform part of speech tagging in Django
  • How to perform named entity recognition in Django
  • How to create and extend templates in Django
  • Basic front-end styling using Bootstrap in Django

Course content

6 sections13 lectures1h 57m total length
  • Introduction and project preview7:24

Requirements

  • Python programming language
  • NLP
  • Internet

Description

Welcome to the "Python Django Web Development of NLP App" course!


This is a project based course.In this course we will use the Django web framework coupled with Python programming language and Spacy library for Natural Language Processing in order to create a web NLP app.

The web NLP app that we'll create has 4 distinct functionalities:

1.Performs regex on US Phone Numbers

2.Performs lemmatization on text

3.Performs part of speech tagging on text

4.Performs named entity recognition on text


In this course you will learn how to:

-Install,create and activate virtual environment

-Create Django project and Django app

-Integrate Python and Spacy with Django in order to perform regex,lemmatization,part of speech tagging and named entity recognition

-Create templates and extend templates in Django

-Basic styling for the front-end using Bootstrap in Django

and much more...


Because this is a project based course you will get a real hands on experience building a real web app.

And that is the best way to learn fast.


I hope that you will enjoy the course and learn a lot.


See you in class!



Who this course is for:

  • Beginner to intermediate Python and Django web developers curious about Natural Language Processing