Python Django Web Development of NLP App

所在平台: Udemy

课程主页: https://www.udemy.com/course/develop-python-django-web-nlp-app/

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课程简介

课程名称:Python Django Web开发自然语言处理应用 课程概述:欢迎参加“Python Django Web开发自然语言处理应用”课程!这是一个以项目为基础的课程。在此课程中,我们将使用Django web框架结合Python编程语言和Spacy库进行自然语言处理,以创建一个网页NLP应用。我们将开发的网页NLP应用具有四个独特的功能: 1. 对美国电话号码执行正则表达式匹配 2. 对文本进行词元化处理 3. 对文本进行词性标注 4. 对文本进行命名实体识别 在本课程中,您将学习到: - 安装、创建和激活虚拟环境 - 创建Django项目和Django应用 - 将Python与Django中的Spacy集成,以执行正则表达式、词元化、词性标注和命名实体识别 - 创建模板并扩展Django中的模板 - 使用Bootstrap进行基本的前端样式设计 由于这是一个以项目为基础的课程,您将获得构建真实网页应用的实践经验,这也是最快的学习方式。希望您会喜欢这门课程,学到很多知识。课堂上见!

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课程详情

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 Numbers2.Performs lemmatization on text3.Performs part of speech tagging on text4.Performs named entity recognition on textIn 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 Djangoand 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!

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