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with Miki Tebeka
Get an approachable, hands-on opportunity to practice working on large datasets with pandas.
Larget datasets with pandas
What you should know
Setting up
The problem with big data
Big data is dead
Big data systems
Load only what you need
Types
Categorical data
Arrow
Challenge: Daily passengers
Solution: Daily passengers
Iterative computation
SQL
Faster calculations
Challenge: Maximum passengers
Solution: Maximum passengers
dask
polars
Beefy VM
Challenge: Median ride distance
Solution: Median ride distance
Next steps