Udemy - Machine Learning Mastery - From Data to Advanced Classifiers

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Category:
 Other
Date:
02/29/24 at 5:03pm GMT+1
Submitter:
Unknown
Seeders:
9
Leechers:
2
File size:
2.5 GB in 61 files

Torrent Status:
  This torrent has been verified.

Infohash:
55903bafd09e3875d0d16c177067ce62ba9a955b


File list

  • Udemy - Machine Learning Mastery - From Data to Advanced Classifiers
  • icon ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 28.1 MB
    icon ~Get Your Files Here !/1. Introduction/2. Installing Jupyter.mp4 36.8 MB
    icon ~Get Your Files Here !/1. Introduction/3. How to download Python files.mp4 33.3 MB
    icon ~Get Your Files Here !/2. Course Contents/1. Import Data.mp4 105 MB
    icon ~Get Your Files Here !/2. Course Contents/1.1 File 1.ipynb 11.6 KB
    icon ~Get Your Files Here !/2. Course Contents/10. 10 displaying the distribution of the data using a box plot.mp4 95.5 MB
    icon ~Get Your Files Here !/2. Course Contents/10.1 File 10.ipynb 432 KB
    icon ~Get Your Files Here !/2. Course Contents/11. 11 displaying the distribution of the data by the different categories.mp4 133.9 MB
    icon ~Get Your Files Here !/2. Course Contents/11.1 File 11.ipynb 535.1 KB
    icon ~Get Your Files Here !/2. Course Contents/12. 12 visualize the relationship between two variables with jointplot.mp4 135.2 MB
    icon ~Get Your Files Here !/2. Course Contents/12.1 File 12.ipynb 955.8 KB
    icon ~Get Your Files Here !/2. Course Contents/13. 13 calculating the correlation matrix of the DataFrame.mp4 84.9 MB
    icon ~Get Your Files Here !/2. Course Contents/13.1 File 13.ipynb 969.4 KB
    icon ~Get Your Files Here !/2. Course Contents/14. 14 creating a mask using NumPy.mp4 57.2 MB
    icon ~Get Your Files Here !/2. Course Contents/14.1 File 14.ipynb 972.2 KB
    icon ~Get Your Files Here !/2. Course Contents/15. 15 creating a color map using seaborn.mp4 33.6 MB
    icon ~Get Your Files Here !/2. Course Contents/15.1 File 15.ipynb 978.1 KB
    icon ~Get Your Files Here !/2. Course Contents/16. 16 creating a heatmap using seaborn.mp4 88.8 MB
    icon ~Get Your Files Here !/2. Course Contents/16.1 File 16.ipynb 1 MB
    icon ~Get Your Files Here !/2. Course Contents/17. 17 calculating the number of outliers.mp4 218.3 MB
    icon ~Get Your Files Here !/2. Course Contents/17.1 File 17.ipynb 1.1 MB
    icon ~Get Your Files Here !/2. Course Contents/18. 18 standardizing features.mp4 58.8 MB
    icon ~Get Your Files Here !/2. Course Contents/18.1 File 18.ipynb 71.8 KB
    icon ~Get Your Files Here !/2. Course Contents/19. 19 Hypothesis testing.mp4 34.9 MB
    icon ~Get Your Files Here !/2. Course Contents/19.1 File 19.ipynb 75.5 KB
    icon ~Get Your Files Here !/2. Course Contents/2. 2 visualizing missing data in a dataset.mp4 34.3 MB
    icon ~Get Your Files Here !/2. Course Contents/2.1 File 2.ipynb 90.8 KB
    icon ~Get Your Files Here !/2. Course Contents/20. 20 Normalization.mp4 131.9 MB
    icon ~Get Your Files Here !/2. Course Contents/20.1 File 20.ipynb 112.4 KB
    icon ~Get Your Files Here !/2. Course Contents/21. 21 split the data into training and testing sets.mp4 147 MB
    icon ~Get Your Files Here !/2. Course Contents/21.1 File 21.ipynb 141.8 KB
    icon ~Get Your Files Here !/2. Course Contents/22. 22 Start traning SVC and Learn Hyperparameters.mp4 62.6 MB
    icon ~Get Your Files Here !/2. Course Contents/22.1 File 22.ipynb 144.5 KB
    icon ~Get Your Files Here !/2. Course Contents/23. 23 find the best hyperparameter.mp4 100.4 MB
    icon ~Get Your Files Here !/2. Course Contents/23.1 File 23.ipynb 147.6 KB
    icon ~Get Your Files Here !/2. Course Contents/24. 24 make predictions on the test data and avaluate the model.mp4 134.8 MB
    icon ~Get Your Files Here !/2. Course Contents/24.1 File 24.ipynb 155.4 KB
    icon ~Get Your Files Here !/2. Course Contents/25. 25 Train RandomForestClassifier.mp4 101.8 MB
    icon ~Get Your Files Here !/2. Course Contents/25.1 File 25.ipynb 160.2 KB
    icon ~Get Your Files Here !/2. Course Contents/26. 26 Train XGBClassifier.mp4 63.7 MB
    icon ~Get Your Files Here !/2. Course Contents/26.1 File 26.ipynb 165.7 KB
    icon ~Get Your Files Here !/2. Course Contents/27. 27 Train KNeighborsClassifier.mp4 47.9 MB
    icon ~Get Your Files Here !/2. Course Contents/27.1 File 27.ipynb 171.2 KB
    icon ~Get Your Files Here !/2. Course Contents/28. 28 Train LGBMClassifier.mp4 59.8 MB
    icon ~Get Your Files Here !/2. Course Contents/28.1 File 28.ipynb 180.8 KB
    icon ~Get Your Files Here !/2. Course Contents/29. 29 calculate the (ROC) curve and the (AUC) score.mp4 104.9 MB
    icon ~Get Your Files Here !/2. Course Contents/29.1 File 29.ipynb 238 KB
    icon ~Get Your Files Here !/2. Course Contents/3. 3 calculating statistical information.mp4 57.9 MB
    icon ~Get Your Files Here !/2. Course Contents/3.1 File 3.ipynb 101.6 KB
    icon ~Get Your Files Here !/2. Course Contents/4. 4 checking for duplicate rows in the DataFrame.mp4 30.4 MB
    icon ~Get Your Files Here !/2. Course Contents/4.1 File 4.ipynb 103.1 KB
    icon ~Get Your Files Here !/2. Course Contents/5. 5 calculating the number of distinct values in each column.mp4 56.2 MB
    icon ~Get Your Files Here !/2. Course Contents/5.1 File 5.ipynb 105.6 KB
    icon ~Get Your Files Here !/2. Course Contents/6. 6 checking for missing or null values in the DataFrame.mp4 34.2 MB
    icon ~Get Your Files Here !/2. Course Contents/6.1 File 6.ipynb 117.3 KB
    icon ~Get Your Files Here !/2. Course Contents/7. 7 Cleaning the data.mp4 71.2 MB
    icon ~Get Your Files Here !/2. Course Contents/7.1 File 7.ipynb 128 KB
    icon ~Get Your Files Here !/2. Course Contents/8. 8 creating a new column called 'Label' in the DataFrame.mp4 78.7 MB
    icon ~Get Your Files Here !/2. Course Contents/8.1 File 8.ipynb 158.3 KB
    icon ~Get Your Files Here !/2. Course Contents/9. 9 creating a histogram plot.mp4 117.6 MB
    icon ~Get Your Files Here !/Bonus Resources.txt 386 B

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