FreeCoursesOnline Me Coursera How to Win Data Science Competition Learn from Top Kagglers |
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Name |
[FreeCoursesOnline.Me] Coursera - How to Win a Data Science Competition Learn from Top Kagglers |
DOWNLOAD Copy Link |
Total Size |
2.2 GB |
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Total Files |
131 |
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Last Seen |
2024-11-04 23:37 |
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Hash |
73A9DEAB2362BD262A94BF98E24A3DDFF2547BCB |
/001.Welcome to How to win a data science competition/ |
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10.2 MB |
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2.8 KB |
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14.5 MB |
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3.6 KB |
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36.3 MB |
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10.4 KB |
/002.Competition mechanics/ |
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26.1 MB |
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11.2 KB |
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33.9 MB |
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9.4 KB |
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21.0 MB |
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8.9 KB |
/003.Recap of main ML algorithms/ |
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35.1 MB |
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13.9 KB |
/004.Software Hardware requirements/ |
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22.6 MB |
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8.1 KB |
/005.Feature preprocessing and generation with respect to models/ |
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26.9 MB |
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9.2 KB |
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50.7 MB |
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19.0 KB |
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42.5 MB |
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13.5 KB |
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34.0 MB |
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10.5 KB |
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39.7 MB |
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13.1 KB |
/006.Feature extraction from text and images/ |
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39.9 MB |
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14.0 KB |
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48.2 MB |
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17.2 KB |
/007.Final project/ |
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18.7 MB |
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5.6 KB |
/008.Exploratory data analysis/ |
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25.1 MB |
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9.9 KB |
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23.4 MB |
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9.7 KB |
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45.1 MB |
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18.6 KB |
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44.7 MB |
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16.5 KB |
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27.1 MB |
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9.8 KB |
/009.EDA examples/ |
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21.1 MB |
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9.2 KB |
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46.5 MB |
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20.3 KB |
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23.0 MB |
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7.9 KB |
/010.Validation/ |
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35.7 MB |
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13.6 KB |
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27.4 MB |
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9.3 KB |
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58.9 MB |
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19.1 KB |
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74.5 MB |
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26.0 KB |
/011.Data leakages/ |
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23.2 MB |
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8.3 KB |
030. Leaderboard probing and examples of rare data leaks.mp4 |
35.7 MB |
030. Leaderboard probing and examples of rare data leaks.srt |
12.5 KB |
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37.4 MB |
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11.7 KB |
/012.Metrics optimization/ |
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28.8 MB |
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10.8 KB |
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48.6 MB |
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17.9 KB |
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30.6 MB |
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9.8 KB |
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73.7 MB |
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24.8 KB |
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24.9 MB |
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8.2 KB |
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37.6 MB |
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12.4 KB |
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27.5 MB |
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9.2 KB |
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26.5 MB |
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8.9 KB |
/013.Mean encodings/ |
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32.0 MB |
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10.1 KB |
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29.7 MB |
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9.4 KB |
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41.1 MB |
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12.5 KB |
/014.Hyperparameter tuning/ |
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26.2 MB |
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9.1 KB |
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45.4 MB |
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15.5 KB |
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49.5 MB |
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15.5 KB |
/015.Tips and tricks/ |
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62.0 MB |
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22.7 KB |
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35.5 MB |
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24.0 KB |
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33.6 MB |
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22.1 KB |
/016.Advanced features II/ |
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22.0 MB |
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7.0 KB |
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25.3 MB |
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9.2 KB |
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21.4 MB |
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8.0 KB |
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22.6 MB |
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7.7 KB |
/017.Ensembling/ |
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11.2 MB |
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7.2 KB |
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16.7 MB |
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11.3 KB |
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29.3 MB |
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19.6 KB |
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32.3 MB |
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19.4 KB |
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30.7 MB |
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18.5 KB |
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26.8 MB |
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18.4 KB |
/018.Competitions go through/ |
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37.9 MB |
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15.8 KB |
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25.4 MB |
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8.1 KB |
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71.7 MB |
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23.5 KB |
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31.0 MB |
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10.2 KB |
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36.5 MB |
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25.7 KB |
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32.4 MB |
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22.4 KB |
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0.3 KB |
Total files 131 |
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