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Varsha Gopalakrishnan
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Published in Towards Data Science

·Jan 25, 2021

Hyperlocal Air Quality Prediction using Machine Learning

Predicting air quality in Oakland, CA using publicly available data — Introduction When Google and EDF released their study on mapping air pollution in Oakland, the results of this study gained a lot of attention. The data they released was one of the first datasets that showed how air quality varied by city blocks across East and West Oakland. Previously, air quality…

Air Quality

7 min read

Hyperlocal Air Quality Prediction using Machine Learning
Hyperlocal Air Quality Prediction using Machine Learning

Published in Analytics Vidhya

·Jan 18, 2021

Deploying Your Geospatial Machine Learning Project as a Web App Using Streamlit and Heroku

If you’re looking for a simple and easy-to-use library to launch your data science and machine learning projects as a web-app and don’t have any web-development skills, then Streamlit may be the best choice for you! This blog provides a quick introduction to Streamlit, and Heroku which is another commonly…

Machie Learning

5 min read

Deploying Your Geospatial Machine Learning Projects as Web Apps Using Streamlit and Heroku
Deploying Your Geospatial Machine Learning Projects as Web Apps Using Streamlit and Heroku
Varsha Gopalakrishnan

Varsha Gopalakrishnan

Environmental researcher and data scientist. Full stack data scientist at Clara Foods.

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