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Deploy an NLP Text Generator
Bart Simpson Chalkboard Gag
Welcome to the “Deploy an NLP Text Generator: Bart Simpson Chalkboard Gag” guided project.
Text Generation is a natural language technique that leverages language modeling to create or predict new text based on texts it has been trained on. An example of text generation can be identified in the Gmail sentence autocomplete feature.
In this project, we will deploy an NLP text generator model as a python Streamlit app. The model, which has been trained on all the text from Bart Simpsons chalkboard gag from the Simpsons, will be able to autogenerate new chalkboard gags.
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. It requires preliminary knowledge on how to build and train NLP text generator models (as we will not be building or training models) and how to utilize Git. 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 generate new text for Bart Simpsons' chalkboard gags.
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Rating | Not enough ratings |
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Length | 2 weeks |
Effort | 1.5 hours |
Starts | Jul 10 (41 weeks ago) |
Cost | $9 |
From | Coursera Project Network via Coursera |
Instructor | Emmanuel Acheampong |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Software Development Machine Learning |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Steam Turbine & Generator Machinist $54k
Text Editor $67k
Master Generator Technician $75k
Generator Technician Consultant Lead $79k
Assistant Open Text CS Admin $82k
Senior Generator Mechanic $84k
Associate Generator Technician Lead $88k
Generator Technician Consultant $98k
Senior Generator Specialist $125k
Generator Design Engineer Manager $131k
Senior Product Manager for Text Systems $145k
Senior Software Engineer - Text Analytics $147k
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Rating | Not enough ratings |
---|---|
Length | 2 weeks |
Effort | 1.5 hours |
Starts | Jul 10 (41 weeks ago) |
Cost | $9 |
From | Coursera Project Network via Coursera |
Instructor | Emmanuel Acheampong |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science |
Tags | Computer Science Data Science Software Development Machine Learning |
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