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[ DevCourseWeb.com ] Udemy - Machine Learning Mastery - From Data to Advanced Classifiers

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种子名称： [ DevCourseWeb.com ] Udemy - Machine Learning Mastery - From Data to Advanced Classifiers
文件类型：视频
文件数目： 32个文件
文件大小： 2.52 GB
收录时间： 2025-8-27 08:47
已经下载： 3次
资源热度： 15
最近下载： 2025-8-30 09:44

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[ DevCourseWeb.com ] Udemy - Machine Learning Mastery - From Data to Advanced Classifiers.torrent

~Get Your Files Here !/1. Introduction/1. Introduction.mp428.07MB

~Get Your Files Here !/1. Introduction/2. Installing Jupyter.mp436.77MB

~Get Your Files Here !/1. Introduction/3. How to download Python files.mp433.32MB

~Get Your Files Here !/2. Course Contents/1. Import Data.mp4105.02MB

~Get Your Files Here !/2. Course Contents/10. 10 displaying the distribution of the data using a box plot.mp495.54MB

~Get Your Files Here !/2. Course Contents/11. 11 displaying the distribution of the data by the different categories.mp4133.86MB

~Get Your Files Here !/2. Course Contents/12. 12 visualize the relationship between two variables with jointplot.mp4135.15MB

~Get Your Files Here !/2. Course Contents/13. 13 calculating the correlation matrix of the DataFrame.mp484.93MB

~Get Your Files Here !/2. Course Contents/14. 14 creating a mask using NumPy.mp457.18MB

~Get Your Files Here !/2. Course Contents/15. 15 creating a color map using seaborn.mp433.63MB

~Get Your Files Here !/2. Course Contents/16. 16 creating a heatmap using seaborn.mp488.84MB

~Get Your Files Here !/2. Course Contents/17. 17 calculating the number of outliers.mp4218.25MB

~Get Your Files Here !/2. Course Contents/18. 18 standardizing features.mp458.84MB

~Get Your Files Here !/2. Course Contents/19. 19 Hypothesis testing.mp434.92MB

~Get Your Files Here !/2. Course Contents/2. 2 visualizing missing data in a dataset.mp434.28MB

~Get Your Files Here !/2. Course Contents/20. 20 Normalization.mp4131.91MB

~Get Your Files Here !/2. Course Contents/21. 21 split the data into training and testing sets.mp4147.05MB

~Get Your Files Here !/2. Course Contents/22. 22 Start traning SVC and Learn Hyperparameters.mp462.61MB

~Get Your Files Here !/2. Course Contents/23. 23 find the best hyperparameter.mp4100.41MB

~Get Your Files Here !/2. Course Contents/24. 24 make predictions on the test data and avaluate the model.mp4134.81MB

~Get Your Files Here !/2. Course Contents/25. 25 Train RandomForestClassifier.mp4101.82MB

~Get Your Files Here !/2. Course Contents/26. 26 Train XGBClassifier.mp463.7MB

~Get Your Files Here !/2. Course Contents/27. 27 Train KNeighborsClassifier.mp447.88MB

~Get Your Files Here !/2. Course Contents/28. 28 Train LGBMClassifier.mp459.79MB

~Get Your Files Here !/2. Course Contents/29. 29 calculate the (ROC) curve and the (AUC) score.mp4104.91MB

~Get Your Files Here !/2. Course Contents/3. 3 calculating statistical information.mp457.89MB

~Get Your Files Here !/2. Course Contents/4. 4 checking for duplicate rows in the DataFrame.mp430.43MB

~Get Your Files Here !/2. Course Contents/5. 5 calculating the number of distinct values in each column.mp456.18MB

~Get Your Files Here !/2. Course Contents/6. 6 checking for missing or null values in the DataFrame.mp434.2MB

~Get Your Files Here !/2. Course Contents/7. 7 Cleaning the data.mp471.18MB

~Get Your Files Here !/2. Course Contents/8. 8 creating a new column called 'Label' in the DataFrame.mp478.66MB

~Get Your Files Here !/2. Course Contents/9. 9 creating a histogram plot.mp4117.57MB