Meet Jordan, my new favourite!
While I was searching for more data on Covid-19, I came across this video from Jordan Harrod.
I really like the way Jordan explained how the AI prediction works and visually presenting the data.
Thank you Jordan, you have a new fan! Hope the rest of you enjoy her video on this topic.
How Does Outbreak Prediction Work? | Tutorial with COVID-19 Data
This month’s AI 101 focuses on outbreak prediction using COVID-19 data! We’re visualizing exactly why flattening the curve is so important, and how social distancing accomplishes that.
Google Colab Notebook: https://colab.research.google.com/dri…
Exponential Growth + Pandemics (3blue1brown) – https://www.youtube.com/watch?v=Kas0t…
References:
Source Data for Colab Notebook: https://ourworldindata.org/coronaviru…
WHO Data on COVID-19: https://www.who.int/emergencies/disea…
Logistic growth in Epidemiology: https://arxiv.org/pdf/2003.05447.pdf
SIR Models in Epidemiology: https://en.wikipedia.org/wiki/Compart…
Python Tutorial Used to Create Colab Example:
https://scipython.com/book/chapter-8-…
Mathematical Explanation of SIR Model: http://www2.me.rochester.edu/courses/…
Recent Paper with more complex modeling on how preventative efforts impact SIR models – https://www.imperial.ac.uk/media/impe…
Visit Jordan Harrod’s channel for more info: https://www.youtube.com/channel/UC1H1NWNTG2Xi3pt85ykVSHA
Photo by Miguel Á. Padriñán from Pexels