Data Analysis with Polars
Language: English | Size:577.98 MB
Genre:eLearning
Files Included :
1 - Course introduction.mp4 (9.16 MB)
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10 - Converting to and from Pandas Numpy.mp4 (44.9 MB)
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2 - Why use Polars instead of Pandas.mp4 (21.09 MB)
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5 - Polars quickstart.mp4 (40.45 MB)
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6 - Lazy mode 1 Introducing lazy mode.mp4 (20.58 MB)
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7 - Lazy mode 2 evaluating queries.mp4 (35.06 MB)
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8 - Introduction to Data types.mp4 (17.56 MB)
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9 - Series and DataFrame.mp4 (33 MB)
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12 - Filtering rows I Filtering rows with square brackets.mp4 (17.78 MB)
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13 - Filtering rows 2 Using filter and the Expression API.mp4 (32.36 MB)
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14 - Filtering rows 3 using filter in lazy mode.mp4 (34.67 MB)
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16 - Selecting columns 1 using square brackets.mp4 (21.76 MB)
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17 - Selecting columns 2 using select and expressions.mp4 (17.04 MB)
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18 - Selecting columns 3 choosing multiple columns.mp4 (34.69 MB)
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19 - Selecting columns 4 transforming and adding columns.mp4 (25.21 MB)
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21 - Selecting columns 6 Adding a column based on a condition or mapping.mp4 (30.44 MB)
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22 - Sorting and fasttrack algorithms.mp4 (22.23 MB)
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23 - Transforming a DataFrame.mp4 (34.24 MB)
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36 - Value counts.mp4 (18.33 MB)
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37 - Groupby 1 The GroupBy object.mp4 (19.26 MB)
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38 - Groupby 2 Aggregations and expressions.mp4 (13.76 MB)
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39 - Groupby 3 Multiple aggregations.mp4 (17.6 MB)
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40 - Groupby 4 Lazy groupby.mp4 (9.86 MB)
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58 - CSV files 2 multiple CSV files.mp4 (6.94 MB)
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