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Deploy Bridgerton NLP SMS Text Generator

Offered By: Coursera Project Network via Coursera

Tags

Natural Language Processing (NLP) Courses Python Courses Streamlit Courses Heroku Courses Web Application Development Courses Text Generation Courses

Course Description

Overview

Welcome to the “Deploy Bridgerton NLP SMS Text Generator” guided project. In this project, we will deploy an NLP text generator model that sends text messages of generated words to a phone number via SMS through a python Streamlit app. The model has been trained on quotes from Netflix's popular tv show "Bridgerton". This project is an intermediate python project for anyone interested in learning about how to productionize natural language text generator models as a Streamlit app on Heroku and leveraging python modules to send SMS texts. It requires preliminary knowledge on how to build and train NLP text generator models (as we will not be building or training models), how to utilize Git, and how to leverage multiple Python modules like the email and smtp modules. Learners would also need a Heroku account and some familiarity with the Python Streamlit module. At the end of this project, learners will have a publicly available Streamlit web app that leverages natural language processing text generation to send generated Bridgerton quotes via SMS to a phone number.

Syllabus

  • Project Overview
    • This project is an intermediate python project for anyone interested in learning about how to productionize natural language text generator models as a Streamlit app on Heroku and leveraging python modules to send SMS texts. In this project, learners will: 1. Leverage a text generator model trained on the quotes from the Netflix popular show Bridgerton. 2. Build a web application with a UI to interact with text generator model. 3. Deploy the web application to Heroku At the end of this project, learners will have a publicly available Streamlit web app that leverages natural language processing text generation to send generated Bridgerton quotes via SMS to a phone number.

Taught by

Emmanuel Acheampong

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