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Free MLOps course from DataTalks.Club
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Hello,
Good Morning!!
In the homework we have been asked to use the "For-Hire Vehicle Trip Records". We have been asked to train a linear regression model with Pickup and drop off location as features. But what is the target? There are only 7 columns here which are dispatching_base_nu, pickup_datetime , dropOff_datetime , PUlocationID, DOlocationID, SR_Flag and Affiliated_base_number. PUlocationID and DOlocationID are the two input features and I do not see a target variable. Do we have to predict the trip duration using linear regression? Please clrify
Thanks.
Regards,
Raghav
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Hey guys,
Not really an issue but in case folks having the same problem -
When I use python 3.10 and fastparquet as the engine, I always get a "system error". Then I managed to read the data as soon as I switched to python 3.9 with pyarror as the engine.
I'm using a M1 macbook air with macOS Monterey. Sorry I forgot to capture the error, but i'll post that if i can recreate it.
Missing instructions about turning the features DOlocationID
and PUlocationID
into string/categorical after set it to -1, so we can apply OHE properly.
If this step is missed, students will not get correct results for Q4, Q5 and Q6
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