Encoding Time Values
A common step in "feature engineering" is parsing these out into multiple values that might give you additional information during ML. For example:


Hour of the day
Minute of the hour
Hours after sunrise
Hours before sunset


If you also had day, that would open a lot more to detect seasonality like:


Month of the year
Month of the quarter
Day of the week
Holiday Y/N