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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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[EXE] New idea for exercise on creating a interactive ML application #81

Open AnanyaBanerjee opened 3 years ago

AnanyaBanerjee commented 3 years ago

Learning Goals

For people who want to not just create a machine learning model but also create an interactive dashboard to go with it, this exercise might be a great starting point!

Exercise Statement

I will provide a sample machine learning project along with a small tutorial about how to convert it to an interactive project using streamlit and heroku.

Prerequisites

Working knowledge of python and sklearn should suffice as a good prerequisite.

Example

Here is a link to my Motivation poster

Generator Dashboard that I created! https://mymotivationalapp.herokuapp.com/

This kind of application will be the result of this exercise. What do you guys think?

gimseng commented 3 years ago

Hi @AnanyaBanerjee thanks for the exercise idea. I think having interactive ML application is a great idea.

I am a little concern if python and sklearn are sufficient to create interactive app. Could you please elaborate what you have in mind? Thanks !

AnanyaBanerjee commented 3 years ago

Hi @gimseng thank you so much for responding! I was thinking of using streamlit, a new python library that enables us to make interactive applications in python. One can deploy it for free using Heroku. Does this answer your question? Thanks!

gimseng commented 3 years ago

Cool @AnanyaBanerjee, I've actually wanted to learn how to quickly make ML app. I'm looking forward to your PR. Thanks !