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[ DevCourseWeb.com ] Udemy - Machine Learning Mastery - From Data to Advanced Classifiers
magnet:?xt=urn:btih:55903bafd09e3875d0d16c177067ce62ba9a955b&dn=[ DevCourseWeb.com ] Udemy - Machine Learning Mastery - From Data to Advanced Classifiers
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55903bafd09e3875d0d16c177067ce62ba9a955b
infohash:
32
文件数量
2.52 GB
文件大小
2025-8-27 08:47
创建日期
2025-8-29 00:06
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相关分词
DevCourseWeb
com
Udemy
-
Machine
Learning
Mastery
-
From
Data
to
Advanced
Classifiers
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 28.07 MB
~Get Your Files Here !/1. Introduction/2. Installing Jupyter.mp4 36.77 MB
~Get Your Files Here !/1. Introduction/3. How to download Python files.mp4 33.32 MB
~Get Your Files Here !/2. Course Contents/1. Import Data.mp4 105.02 MB
~Get Your Files Here !/2. Course Contents/10. 10 displaying the distribution of the data using a box plot.mp4 95.54 MB
~Get Your Files Here !/2. Course Contents/11. 11 displaying the distribution of the data by the different categories.mp4 133.86 MB
~Get Your Files Here !/2. Course Contents/12. 12 visualize the relationship between two variables with jointplot.mp4 135.15 MB
~Get Your Files Here !/2. Course Contents/13. 13 calculating the correlation matrix of the DataFrame.mp4 84.93 MB
~Get Your Files Here !/2. Course Contents/14. 14 creating a mask using NumPy.mp4 57.18 MB
~Get Your Files Here !/2. Course Contents/15. 15 creating a color map using seaborn.mp4 33.63 MB
~Get Your Files Here !/2. Course Contents/16. 16 creating a heatmap using seaborn.mp4 88.84 MB
~Get Your Files Here !/2. Course Contents/17. 17 calculating the number of outliers.mp4 218.25 MB
~Get Your Files Here !/2. Course Contents/18. 18 standardizing features.mp4 58.84 MB
~Get Your Files Here !/2. Course Contents/19. 19 Hypothesis testing.mp4 34.92 MB
~Get Your Files Here !/2. Course Contents/2. 2 visualizing missing data in a dataset.mp4 34.28 MB
~Get Your Files Here !/2. Course Contents/20. 20 Normalization.mp4 131.91 MB
~Get Your Files Here !/2. Course Contents/21. 21 split the data into training and testing sets.mp4 147.05 MB
~Get Your Files Here !/2. Course Contents/22. 22 Start traning SVC and Learn Hyperparameters.mp4 62.61 MB
~Get Your Files Here !/2. Course Contents/23. 23 find the best hyperparameter.mp4 100.41 MB
~Get Your Files Here !/2. Course Contents/24. 24 make predictions on the test data and avaluate the model.mp4 134.81 MB
~Get Your Files Here !/2. Course Contents/25. 25 Train RandomForestClassifier.mp4 101.82 MB
~Get Your Files Here !/2. Course Contents/26. 26 Train XGBClassifier.mp4 63.7 MB
~Get Your Files Here !/2. Course Contents/27. 27 Train KNeighborsClassifier.mp4 47.88 MB
~Get Your Files Here !/2. Course Contents/28. 28 Train LGBMClassifier.mp4 59.79 MB
~Get Your Files Here !/2. Course Contents/29. 29 calculate the (ROC) curve and the (AUC) score.mp4 104.91 MB
~Get Your Files Here !/2. Course Contents/3. 3 calculating statistical information.mp4 57.89 MB
~Get Your Files Here !/2. Course Contents/4. 4 checking for duplicate rows in the DataFrame.mp4 30.43 MB
~Get Your Files Here !/2. Course Contents/5. 5 calculating the number of distinct values in each column.mp4 56.18 MB
~Get Your Files Here !/2. Course Contents/6. 6 checking for missing or null values in the DataFrame.mp4 34.2 MB
~Get Your Files Here !/2. Course Contents/7. 7 Cleaning the data.mp4 71.18 MB
~Get Your Files Here !/2. Course Contents/8. 8 creating a new column called 'Label' in the DataFrame.mp4 78.66 MB
~Get Your Files Here !/2. Course Contents/9. 9 creating a histogram plot.mp4 117.57 MB
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