01 course-overview.mp4 (3.1 MB)
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04 collect-data-from-files.mp4 (28.73 MB)
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01 collect-data-from-web.mp4 (28.64 MB)
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01 collect-data-from-database.mp4 (15.27 MB)
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01 collect-data-from-apis.mp4 (14.98 MB)
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01 data-integration.mp4 (27.84 MB)
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03 missing-values.mp4 (33.84 MB)
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01 outliers-detection-using-statistics.mp4 (10.2 MB)
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01 outliers-detection-using-iqr.mp4 (13.29 MB)
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01 dimension-elimination.mp4 (11.75 MB)
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01 sampling.mp4 (16.19 MB)
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01 data-scaling.mp4 (22.13 MB)
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01 data-discretization.mp4 (23.57 MB)
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01 pivot-table.mp4 (21.55 MB)
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01 data-cube.mp4 (27.61 MB)
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03 data-statistics.mp4 (32.01 MB)
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01 data-visualization-with-pandas.mp4 (31.39 MB)
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01 data-visualization-with-matplotlib.mp4 (32.98 MB)
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01 data-visualization-with-seaborn.mp4 (71.41 MB)
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01 course-overview.mp4 (3.93 MB)
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03 python-fundamentals.mp4 (59.86 MB)
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01 python-functions.mp4 (25.84 MB)
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01 python-packages.mp4 (13.56 MB)
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01 data-structure-list.mp4 (31.39 MB)
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01 string.mp4 (30.99 MB)
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01 data-structure-set.mp4 (12.47 MB)
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01 data-structure-dictionary.mp4 (20.82 MB)
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01 numpy-basics.mp4 (39.73 MB)
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01 numpy-advanced.mp4 (22.34 MB)
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01 numpy-masks.mp4 (12.24 MB)
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01 pandas-series.mp4 (32.31 MB)
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01 pandas-dataframe.mp4 (32.57 MB)
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01 pandas-advanced.mp4 (38.45 MB)
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