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Code samples for the Effective Data Science Infrastructure book

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When running locally, without boto3 as the key, the task was failing: `You need to install 'boto3' in order to use S3.` Unsure if this is the problem when running...

Just to keep you informed of my issue. I was following steps along the book and wanted to provision AWS instrastructure using Cloudformation template. However during this process step related...

Somehow, sktime doesn't like the format that pd_past5days is being passed in. Tried finding a fix, but to no avail, but said I would highlight here. ![image](https://user-images.githubusercontent.com/4063815/186524503-e08c6211-59bd-42b4-b912-e7606882e53e.png)

ValueError: The (time) index must be sorted (monotonically increasing), but found: DatetimeIndex(['2022-08-24 20:00:00', '2022-08-24 21:00:00'

api version has been updated to 3.0. It seems the 'timemachine' part of the url is no longer working the same as in version 2.5