Cursusinhoud
Data Science Interview Challenge
Data Science Interview Challenge
Challenge 5: Iterating Over Data
Iterating over datasets in Pandas is a critical operation, especially when custom data processing steps need to be applied to each row or column. Pandas offers:
- Flexibility: Whether you need to process data row-wise, column-wise, or cell-wise, Pandas has you covered with multiple methods.
- Efficiency: While it's typically more efficient to use vectorized Pandas operations, sometimes iteration is the most straightforward approach.
Understanding how to iterate effectively over datasets in Pandas can greatly aid in the data cleaning and pre-processing phase.
Swipe to start coding
Discover different ways to iterate over datasets in Pandas:
- Iterate over rows of a DataFrame.
- Iterate over column names of a DataFrame.
- Apply a custom function to each cell in a DataFrame column.
- Use the
mapfunction to format the entire DataFrame.
Oplossing
Schakel over naar desktop voor praktijkervaringGa verder vanaf waar je bent met een van de onderstaande optiesBedankt voor je feedback!
Challenge 5: Iterating Over Data
Iterating over datasets in Pandas is a critical operation, especially when custom data processing steps need to be applied to each row or column. Pandas offers:
- Flexibility: Whether you need to process data row-wise, column-wise, or cell-wise, Pandas has you covered with multiple methods.
- Efficiency: While it's typically more efficient to use vectorized Pandas operations, sometimes iteration is the most straightforward approach.
Understanding how to iterate effectively over datasets in Pandas can greatly aid in the data cleaning and pre-processing phase.
Swipe to start coding
Discover different ways to iterate over datasets in Pandas:
- Iterate over rows of a DataFrame.
- Iterate over column names of a DataFrame.
- Apply a custom function to each cell in a DataFrame column.
- Use the
mapfunction to format the entire DataFrame.
Oplossing
Schakel over naar desktop voor praktijkervaringGa verder vanaf waar je bent met een van de onderstaande optiesBedankt voor je feedback!
Schakel over naar desktop voor praktijkervaringGa verder vanaf waar je bent met een van de onderstaande opties