Machine Learning capabilities are included at no extra cost in the Oracle Autonomous Database offerings. You can experience with a bunch of prediction models.
Prepare your environment
Grab a trial account here if you don’t have one.
Create an Object Storage Bucket:
Grab COVID-19 data executing the following from the command line:
wget https://opendata.ecdc.europa.eu/covid19/casedistribution/csv
Upload the file to the Object Storage Bucket and get hte url of the file:
Create a token for your OCI user, grab the password:
Create an Autonomous Database instance, it takes 5 minutes or less:
Click on the [Service Console] button of the database instance created:
Go to [Administration] menu on the left. Click on [Manage Oracle ML users]:
Click on [+Create] to create a user:
Click on the [Development] link on the left menu. Click on [Oracle Machine Learning Notebooks]:
Log in with your new created user:
Click on [Quick Actions|Notebooks]:
Open this content with your browser and save it to to a file, or
wget https://raw.githubusercontent.com/javiermugueta/corona/master/corona_es.json
Update: The format of the csv file has changed, please review updated artefacts in the GitHub repo here
Click on import:
Open the saved file, it contains a notebook with some material prepared:
Expand/collapse the paragraphs and see the capabilities of the notebook:
Lab material
Check the lab material in this repo here
See also the documentation here and here
That’s all, hope it helps! 🙂
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