Download Udemy - Machine Learning Mastery - From Data to Advanced Classifiers Torrent

Torrent Contents Size: 2.5 GB

Udemy - Machine Learning Mastery - From Data to Advanced Classifiers

▼ show more 47 files

1. Import Data.mp4	MP4	105 MB
1. Introduction.mp4	MP4	28.1 MB
1.1 File 1.ipynb	IPYNB	11.6 KB
10. 10 displaying the distribution of the data using a box plot.mp4	MP4	95.5 MB
10.1 File 10.ipynb	IPYNB	432 KB
11. 11 displaying the distribution of the data by the different categories.mp4	MP4	133.9 MB
11.1 File 11.ipynb	IPYNB	535.1 KB
12. 12 visualize the relationship between two variables with jointplot.mp4	MP4	135.2 MB
12.1 File 12.ipynb	IPYNB	955.8 KB
13. 13 calculating the correlation matrix of the DataFrame.mp4	MP4	84.9 MB
13.1 File 13.ipynb	IPYNB	969.4 KB
14. 14 creating a mask using NumPy.mp4	MP4	57.2 MB
14.1 File 14.ipynb	IPYNB	972.2 KB
15. 15 creating a color map using seaborn.mp4	MP4	33.6 MB
15.1 File 15.ipynb	IPYNB	978.1 KB
16. 16 creating a heatmap using seaborn.mp4	MP4	88.8 MB
16.1 File 16.ipynb	IPYNB	1 MB
17. 17 calculating the number of outliers.mp4	MP4	218.3 MB
17.1 File 17.ipynb	IPYNB	1.1 MB
18. 18 standardizing features.mp4	MP4	58.8 MB
18.1 File 18.ipynb	IPYNB	71.8 KB
19. 19 Hypothesis testing.mp4	MP4	34.9 MB
19.1 File 19.ipynb	IPYNB	75.5 KB
2. 2 visualizing missing data in a dataset.mp4	MP4	34.3 MB
2. Installing Jupyter.mp4	MP4	36.8 MB
2.1 File 2.ipynb	IPYNB	90.8 KB
20. 20 Normalization.mp4	MP4	131.9 MB
20.1 File 20.ipynb	IPYNB	112.4 KB
21. 21 split the data into training and testing sets.mp4	MP4	147 MB
21.1 File 21.ipynb	IPYNB	141.8 KB
22. 22 Start traning SVC and Learn Hyperparameters.mp4	MP4	62.6 MB
22.1 File 22.ipynb	IPYNB	144.5 KB
23. 23 find the best hyperparameter.mp4	MP4	100.4 MB
23.1 File 23.ipynb	IPYNB	147.6 KB
24. 24 make predictions on the test data and avaluate the model.mp4	MP4	134.8 MB
24.1 File 24.ipynb	IPYNB	155.4 KB
25. 25 Train RandomForestClassifier.mp4	MP4	101.8 MB
25.1 File 25.ipynb	IPYNB	160.2 KB
26. 26 Train XGBClassifier.mp4	MP4	63.7 MB
26.1 File 26.ipynb	IPYNB	165.7 KB
27. 27 Train KNeighborsClassifier.mp4	MP4	47.9 MB
27.1 File 27.ipynb	IPYNB	171.2 KB
28. 28 Train LGBMClassifier.mp4	MP4	59.8 MB
28.1 File 28.ipynb	IPYNB	180.8 KB
29. 29 calculate the (ROC) curve and the (AUC) score.mp4	MP4	104.9 MB
29.1 File 29.ipynb	IPYNB	238 KB
3. 3 calculating statistical information.mp4	MP4	57.9 MB
3. How to download Python files.mp4	MP4	33.3 MB
3.1 File 3.ipynb	IPYNB	101.6 KB
4. 4 checking for duplicate rows in the DataFrame.mp4	MP4	30.4 MB
4.1 File 4.ipynb	IPYNB	103.1 KB
5. 5 calculating the number of distinct values in each column.mp4	MP4	56.2 MB
5.1 File 5.ipynb	IPYNB	105.6 KB
6. 6 checking for missing or null values in the DataFrame.mp4	MP4	34.2 MB
6.1 File 6.ipynb	IPYNB	117.3 KB
7. 7 Cleaning the data.mp4	MP4	71.2 MB
7.1 File 7.ipynb	IPYNB	128 KB
8. 8 creating a new column called 'Label' in the DataFrame.mp4	MP4	78.7 MB
8.1 File 8.ipynb	IPYNB	158.3 KB
9. 9 creating a histogram plot.mp4	MP4	117.6 MB
Bonus Resources.txt	TXT	409.6 B
Get Bonus Downloads Here.url	URL	204.8 B

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Udemy - Machine Learning Mastery - From Data to Advanced Classifiers

Torrent Contents Size: 2.5 GB

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