[ TutGee com ] Getting Started with MLflow

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Torrent File Content (48 files)

[ TutGee.com ] Getting Started with MLflow
Get Bonus Downloads Here.url -

176 bytes

~Get Your Files Here !
01. Course Overview/01. Course Overview.mp4 -

2.29 MB

02. Understanding MLflow/02. Course Basics.mp4 -

5.69 MB

02. Understanding MLflow/03. Introducing MLflow.mp4 -

8.67 MB

03. Tracking ML Experiments/04. Introduction.mp4 -

3.67 MB

03. Tracking ML Experiments/05. Training the Model and Experimenting.mp4 -

4.48 MB

03. Tracking ML Experiments/06. Demo.Running Experiments.mp4 -

5.9 MB

03. Tracking ML Experiments/07. Demo.Parameters Metrics and MLflow UI.mp4 -

11.29 MB

04. Exporting Artifacts/08. Introduction.mp4 -

2.85 MB

04. Exporting Artifacts/09. Artifacts in MLflow.mp4 -

4.65 MB

04. Exporting Artifacts/10. Demo.mp4 -

11.1 MB

05. Using MLflow in a Collaborative Scenario/11. Introduction.mp4 -

7.58 MB

05. Using MLflow in a Collaborative Scenario/12. MLflow Server.mp4 -

6.1 MB

05. Using MLflow in a Collaborative Scenario/13. Architecture of a Complete MLflow Deployment.mp4 -

6.06 MB

06. Packaging and Running Models/14. Introduction.mp4 -

3.66 MB

06. Packaging and Running Models/15. Logging a Model.mp4 -

6.21 MB

06. Packaging and Running Models/16. Customizing the Model.mp4 -

3.61 MB

06. Packaging and Running Models/17. Demo.Custom Models.mp4 -

14.56 MB

06. Packaging and Running Models/18. Running Predictions.mp4 -

2.62 MB

06. Packaging and Running Models/19. Demo.Batch and Real-time Predictions.mp4 -

6.32 MB

07. Sharing and Managing Models with Model Registry/20. Overview.mp4 -

6.4 MB

07. Sharing and Managing Models with Model Registry/21. Demo.mp4 -

8.25 MB

08. Summary/22. Course Summary.mp4 -

4.03 MB

Bonus Resources.txt -

386 bytes

Exercise Files/02/understanding-mlflow-slides.pdf -

1.94 MB

Exercise Files/03/tracking-ml-experiments-slides.pdf -

955.12 KB

Exercise Files/04/exporting-artifacts-slides.pdf -

844.35 KB

Exercise Files/05/using-mlflow-in-a-collaborative-scenario-slides.pdf -

1.43 MB

Exercise Files/06/packaging-and-running-models-slides.pdf -

711.2 KB

Exercise Files/07/sharing-and-managing-models-with-model-registry-slides.pdf -

852.48 KB

Exercise Files/08/summary-slides.pdf -

613.4 KB

Exercise Files/code/README.txt -

204 bytes

Exercise Files/code/after/ames_housing.csv -

971.5 KB

Exercise Files/code/after/module3/experiment.py -

2 KB

Exercise Files/code/after/module4/experiment.py -

2.48 KB

Exercise Files/code/after/module5/experiment.py -

2.52 KB

Exercise Files/code/after/module6/call_model.py -

303 bytes

Exercise Files/code/after/module6/experiment.py -

4.26 KB

Exercise Files/code/after/module6/make_test_data.py -

260 bytes

Exercise Files/code/after/module7/experiment.py -

4.31 KB

Exercise Files/code/before/ames_housing.csv -

971.5 KB

Exercise Files/code/before/module3/experiment.py -

1.87 KB

Exercise Files/code/before/module4/experiment.py -

1.98 KB

Exercise Files/code/before/module5/experiment.py -

2.48 KB

Exercise Files/code/before/module6/call_model.py -

309 bytes

Exercise Files/code/before/module6/experiment.py -

2.52 KB

Exercise Files/code/before/module6/make_test_data.py -

213 bytes

Exercise Files/code/before/module7/experiment.py -

4.26 KB

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[ TutGee com ] Getting Started with MLflow

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