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Udemy Quick Guide Regression Pipeline with R tidymodels

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freecoursewb

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Type:

Tutorials

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Udemy Quick Guide Regression Pipeline with R tidymodels

Language:

English

Category:

Other

Size:

858.2 MB

Added:

Oct. 25, 2023, 8:54 a.m.

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Files:

Get Bonus Downloads Here.url 180 bytes
1. Introduction.mp4 7.4 MB
1. Introduction.srt 3.0 KB
2. Installation of R & RStudio.mp4 7.0 MB
2. Installation of R & RStudio.srt 886 bytes
2.1 Install R.html 137 bytes
3. Setup.mp4 9.2 MB
3. Setup.srt 2.0 KB
4. Install Packages.html 669 bytes
1. Splitting data - rsample.mp4 40.8 MB
1. Splitting data - rsample.srt 6.9 KB
1.1 intro_tidymodels.txt 2.5 KB
1.2 rsample package.html 92 bytes
10. tune.html 170 bytes
11. Tune hyperparameters - tune II.mp4 43.9 MB
11. Tune hyperparameters - tune II.srt 5.2 KB
12. Preprocess and tune - workflows.mp4 91.2 MB
12. Preprocess and tune - workflows.srt 10.5 KB
12.1 workflows package.html 94 bytes
12.2 workflows.txt 2.3 KB
12.3 yardstick package.html 94 bytes
13. workflows.html 170 bytes
14. Multiple workflows - workflowsets I.mp4 61.6 MB
14. Multiple workflows - workflowsets I.srt 7.9 KB
14.1 workflowsets package.html 97 bytes
14.2 workflowsets.txt 4.4 KB
15. Multiple workflows - workflowsets II.mp4 93.1 MB
15. Multiple workflows - workflowsets II.srt 10.4 KB
16. workflowsets.html 170 bytes
2. rsample.html 170 bytes
3. Preprocess data - recipes I.mp4 73.4 MB
3. Preprocess data - recipes I.srt 9.8 KB
3.1 recipes package.html 92 bytes
4. recipes I.html 170 bytes
5. Preprocess data - recipes II.mp4 54.3 MB
5. Preprocess data - recipes II.srt 6.0 KB
6. recipes II.html 170 bytes
7. Train models - parsnip.mp4 69.0 MB
7. Train models - parsnip.srt 9.6 KB
7.1 Link to models.html 101 bytes
7.2 parsnip package.html 90 bytes
8. parsnip.html 170 bytes
9. Tune hyperparameters - tune.mp4 70.7 MB
9. Tune hyperparameters - tune.srt 9.0 KB
9.1 tune package.html 89 bytes
9.2 tune_tidymodels.txt 2.0 KB
1. Intro.mp4 17.8 MB
1. Intro.srt 4.8 KB
1.1 prepare_data.txt 330 bytes
2. plumber.mp4 24.2 MB
2. plumber.srt 4.6 KB
2.1 plumber package.html 85 bytes
3. Pipeline - Basics.mp4 29.6 MB
3. Pipeline - Basics.srt 4.9 KB
3.1 reg_params_exp.txt 5.0 KB
3.2 rmarkdown package.html 105 bytes
4. Pipeline - Steps I.mp4 38.8 MB
4. Pipeline - Steps I.srt 7.0 KB
5. Pipeline - Steps II.mp4 30.4 MB
5. Pipeline - Steps II.srt 5.5 KB
6. Pipeline - predict endpoint.mp4 18.6 MB
6. Pipeline - predict endpoint.srt 3.3 KB
6.1 plumber.txt 1.5 KB
7. Pipeline - report endpoint.mp4 20.5 MB
7. Pipeline - report endpoint.srt 3.7 KB
7.1 plumber serializers.html 115 bytes
8. Pipeline - Interaction.mp4 56.0 MB
8. Pipeline - Interaction.srt 9.4 KB
8.1 api_urls.txt 405 bytes
8.2 start_api.txt 117 bytes
1. Thank you.mp4 569.6 KB
1. Thank you.srt 515 bytes
Bonus Resources.txt 357 bytes

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