Deploy Bridgerton NLP SMS Text Generator

Offered By
In this Guided Project, you will:

Build a web app for text generator model

Deploy a text generator model web app

2 hours
No download needed
Split-screen video
Desktop only

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.

Skills you will develop

  • Natural Language Processing

  • Python Programming

  • Streamlit

  • Text Generators

  • keras

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Importing all the necessary libraries, model and data

  2. Creating Text Generation Function

  3. Building Streamlit Web app

  4. Creating an SMS sending Function

  5. Deploying Web App to Heroku

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Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

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