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[EXTERNAL] fix(pandas): replace broken "Ultimate Pandas Resource" link with "Awesome Pandas" #3065

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[EXTERNAL] fix(pandas): replace broken "Ultimate Pandas Resource" link with "Awesome Pandas" #3065

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[EXTERNAL] fix(numpy): clarify that CSV header is excluded when loadi…
vpollo11 Aug 26, 2025
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Merge pull request #2 from vpollo11/fix-header-exclusion
vpollo11 Aug 26, 2025
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2 changes: 1 addition & 1 deletion subjects/ai/numpy/README.md
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Expand Up @@ -296,7 +296,7 @@ The goal of this exercise is to perform fundamental data analysis on real data u

The dataset chosen for this task was the [red wine dataset](./data/winequality-red.csv). You can find more info [HERE](./data/)

1. Load the data using `genfromtxt`, specifying the delimiter as ';', and optimize the numpy array size by reducing the data types. Use `np.float32` and verify that the resulting numpy array weighs **76800 bytes**.
1. Load the data using `genfromtxt`, specifying the delimiter as ';' with excluding the headers, and optimize the numpy array size by reducing the data types. Use `np.float32` and verify that the resulting numpy array weighs **76800 bytes**.

2. Display the 2nd, 7th, and 12th rows as a two-dimensional array. Exclude `np.nan` values if present.

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