Notebooks
Slides provide the framework for the course. You can use them to familiarise yourself with the material for the next lesson, and/or to review previous lessons.
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Mode d’emploi
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| Date | Title | Description | Jupyter notebook |
|---|---|---|---|
| Jan 17, 2025 | Python Stack for Data Science | Python | |
| Jan 17, 2025 | Numpy and Scipy | Python, Numpy, Scipy, Plotly | |
| Jan 24, 2025 | Table wranglig with Pandas | Python, Pandas | |
| Jan 31, 2025 | Table wranglig with Dask | Python, Dask | |
| Feb 7, 2025 | Spark Resilient Distributed Datasets | PySpark, Spark, RDD | |
| Feb 20, 2025 | Spark SQL | PySpark, Spark, SQL | |
| Feb 21, 2025 | Pandas on Spark and SparklyR | PySpark, Spark, Pandas, R | |
| Mar 7, 2025 | JSON format | JSON, serialization | |
| Mar 14, 2025 | Web data | Spark, Window functions, Feature engineering | |
| Mar 21, 2025 | Spark again | Spark, tips |
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