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File List:
| File | Size |
|---|---|
| 0. Join Our Discord for More Awesome Stuff!.txt | 156.00 B |
| art-science-ml/01_introduction onehack.us/01_introduction/01_01_course-introduction.en.srt | 1.84 kB |
| art-science-ml/01_introduction onehack.us/01_introduction/01_01_course-introduction.en.txt | 1,008.00 B |
| art-science-ml/01_introduction onehack.us/01_introduction/01_01_course-introduction.mp4 | 2.11 MB |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_01_introduction.en.srt | 289.00 B |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_01_introduction.en.txt | 191.00 B |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_01_introduction.mp4 | 367.29 kB |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_02_overview-of-an-ml-enterprise-workflow.en.srt | 6.13 kB |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_02_overview-of-an-ml-enterprise-workflow.en.txt | 3.92 kB |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_02_overview-of-an-ml-enterprise-workflow.mp4 | 7.13 MB |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_03_understanding-the-ml-enterprise-workflow_exam.html | 4.34 kB |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_04_resources-understanding-the-ml-enterprise-workflow_instructions.html | 1.15 kB |
| art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_04_resources-understanding-the-ml-enterprise-workflow_Module 1_ Understanding the Machine Learning Enterprise Workfl | 40.22 kB |
| art-science-ml/03_data-in-the-enterprise/01_data-in-the-enterprise-module-introduction/01_01_introduction.en.srt | 368.00 B |
| art-science-ml/03_data-in-the-enterprise/01_data-in-the-enterprise-module-introduction/01_01_introduction.en.txt | 204.00 B |
| art-science-ml/03_data-in-the-enterprise/01_data-in-the-enterprise-module-introduction/01_01_introduction.mp4 | 435.34 kB |
| art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_01_feature-store.en.srt | 7.66 kB |
| art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_01_feature-store.en.txt | 4.81 kB |
| art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_01_feature-store.mp4 | 9.77 MB |
| art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_02_data-catalog.en.srt | 2.72 kB |
| art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_02_data-catalog.en.txt | 1.70 kB |
| art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_02_data-catalog.mp4 | 3.68 MB |
| art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_01_dataplex.en.srt | 6.47 kB |
| art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_01_dataplex.en.txt | 3.43 kB |
| art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_01_dataplex.mp4 | 6.04 MB |
| art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_02_analytics-hub.en.srt | 4.66 kB |
| art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_02_analytics-hub.en.txt | 2.91 kB |
| art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_02_analytics-hub.mp4 | 5.49 MB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_01_data-preprocessing-options.en.srt | 4.49 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_01_data-preprocessing-options.en.txt | 2.41 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_01_data-preprocessing-options.mp4 | 4.51 MB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_02_dataprep.en.srt | 6.99 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_02_dataprep.en.txt | 4.31 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_02_dataprep.mp4 | 8.94 MB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_03_lab-intro-exploring-and-creating-an-ecommerce-analytics-pipeline-with-dataprep.en.srt | 250.00 B |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_03_lab-intro-exploring-and-creating-an-ecommerce-analytics-pipeline-with-dataprep.en.txt | 152.00 B |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_03_lab-intro-exploring-and-creating-an-ecommerce-analytics-pipeline-with-dataprep.mp4 | 263.95 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_04_coursera-getting-started-with-google-cloud-and-qwiklabs.en.srt | 7.37 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_04_coursera-getting-started-with-google-cloud-and-qwiklabs.en.txt | 3.92 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_04_coursera-getting-started-with-google-cloud-and-qwiklabs.mp4 | 10.45 MB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_05_data-in-the-enterprise_exam.html | 5.19 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_06_resources-data-in-the-enterprise_instructions.html | 1.11 kB |
| art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_06_resources-data-in-the-enterprise_Module 2_ Data in the Enterprise - Resources.pdf | 43.57 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/01_science-of-machine-learning-and-custom-training-module-introduction/01_01_introduction.en.srt | 371.00 B |
| art-science-ml/04_science-of-machine-learning-and-custom-training/01_science-of-machine-learning-and-custom-training-module-introduction/01_01_introduction.en.txt | 240.00 B |
| art-science-ml/04_science-of-machine-learning-and-custom-training/01_science-of-machine-learning-and-custom-training-module-introduction/01_01_introduction.mp4 | 470.43 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_01_the-art-and-science-of-machine-learning.en.srt | 10.81 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_01_the-art-and-science-of-machine-learning.en.txt | 5.68 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_01_the-art-and-science-of-machine-learning.mp4 | 9.43 MB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_02_make-training-faster.en.srt | 11.61 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_02_make-training-faster.en.txt | 7.37 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_02_make-training-faster.mp4 | 9.92 MB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_03_when-to-use-custom-training.en.srt | 6.38 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_03_when-to-use-custom-training.en.txt | 4.03 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_03_when-to-use-custom-training.mp4 | 7.22 MB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_04_training-requirements-and-dependencies-part-1.en.srt | 13.06 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_04_training-requirements-and-dependencies-part-1.en.txt | 6.84 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_04_training-requirements-and-dependencies-part-1.mp4 | 11.80 MB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_05_training-requirements-and-dependencies-part-2.en.srt | 4.19 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_05_training-requirements-and-dependencies-part-2.en.txt | 2.71 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_05_training-requirements-and-dependencies-part-2.mp4 | 4.60 MB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_06_training-custom-ml-models-using-vertex-ai.en.srt | 3.03 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_06_training-custom-ml-models-using-vertex-ai.en.txt | 1.61 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_06_training-custom-ml-models-using-vertex-ai.mp4 | 3.52 MB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_07_science-of-machine-learning-and-custom-training_exam.html | 6.45 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_08_resources-science-of-machine-learning-and-custom-training_instructions.html | 1.16 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_08_resources-science-of-machine-learning-and-custom-training_Module 3_ The Science of Machine Learning and Custom Training - Resources.pdf | 43.65 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_09_resources-the-science-of-machine-learning_instructions.html | 1.07 kB |
| art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_09_resources-the-science-of-machine-learning_PDF_Ref_Additional_Notes_Science of Machine Learning.pdf | 4.55 MB |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/01_vertex-vizier-hyperparameter-tuning-module-introduction/01_01_introduction.en.srt | 327.00 B |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/01_vertex-vizier-hyperparameter-tuning-module-introduction/01_01_introduction.en.txt | 163.00 B |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/01_vertex-vizier-hyperparameter-tuning-module-introduction/01_01_introduction.mp4 | 323.40 kB |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_01_vertex-ai-vizier-hyperparameter-tuning.en.srt | 21.17 kB |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_01_vertex-ai-vizier-hyperparameter-tuning.en.txt | 12.73 kB |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_01_vertex-ai-vizier-hyperparameter-tuning.mp4 | 23.31 MB |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_02_lab-intro-vertex-ai-hyperparameter-tuning.en.srt | 548.00 B |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_02_lab-intro-vertex-ai-hyperparameter-tuning.en.txt | 318.00 B |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_02_lab-intro-vertex-ai-hyperparameter-tuning.mp4 | 491.90 kB |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_03_vertex-vizier-hyperparameter-tuning_exam.html | 5.06 kB |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_04_resources-vertex-vizier-hyperparameter-tuning_instructions.html | 1.13 kB |
| art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_04_resources-vertex-vizier-hyperparameter-tuning_Module 4_ Vertex Vizier Hyperparameter Tuning - Resources.pdf | 39.46 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/01_prediction-and-model-monitoring-using-vertex-ai-module-introduction/01_01_introduction.en.srt | 761.00 B |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/01_prediction-and-model-monitoring-using-vertex-ai-module-introduction/01_01_introduction.en.txt | 397.00 B |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/01_prediction-and-model-monitoring-using-vertex-ai-module-introduction/01_01_introduction.mp4 | 850.97 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_01_predictions-using-vertex-ai.en.srt | 8.71 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_01_predictions-using-vertex-ai.en.txt | 4.61 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_01_predictions-using-vertex-ai.mp4 | 9.93 MB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_02_model-management-using-vertex-ai.en.srt | 9.90 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_02_model-management-using-vertex-ai.en.txt | 6.11 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_02_model-management-using-vertex-ai.mp4 | 11.42 MB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_03_lab-intro-monitoring-vertex-ai-models.en.srt | 487.00 B |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_03_lab-intro-monitoring-vertex-ai-models.en.txt | 290.00 B |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_03_lab-intro-monitoring-vertex-ai-models.mp4 | 467.38 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_04_prediction-and-model-monitoring-using-vertex-ai_exam.html | 6.20 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_05_resources-prediction-and-model-monitoring-using-vertex-ai_instructions.html | 1.16 kB |
| art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_05_resources-prediction-and-model-monitoring-using-vertex-ai_Module 5_ Prediction and Model Monitoring using Vertex AI - Resources.pdf | 42.14 kB |
| art-science-ml/07_vertex-ai-pipelines/01_vertex-ai-pipelines-module-introduction/01_01_introduction.en.srt | 286.00 B |
| art-science-ml/07_vertex-ai-pipelines/01_vertex-ai-pipelines-module-introduction/01_01_introduction.en.txt | 155.00 B |
| art-science-ml/07_vertex-ai-pipelines/01_vertex-ai-pipelines-module-introduction/01_01_introduction.mp4 | 351.33 kB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_01_prediction-using-vertex-ai-pipelines.en.srt | 4.57 kB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_01_prediction-using-vertex-ai-pipelines.en.txt | 2.92 kB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_01_prediction-using-vertex-ai-pipelines.mp4 | 5.37 MB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_02_lab-intro-vertex-ai-pipelines.en.srt | 827.00 B |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_02_lab-intro-vertex-ai-pipelines.en.txt | 531.00 B |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_02_lab-intro-vertex-ai-pipelines.mp4 | 1.03 MB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_03_lab-introduction-and-walkthrough-vertex-ai-pipeline_instructions.html | 1.07 kB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_03_lab-introduction-and-walkthrough-vertex-ai-pipeline_Walkthrough_Introduction_to_Vertex_AI_Pipelines (1).pdf | 3.95 MB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_04_vertex-ai-pipelines_exam.html | 3.70 kB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_05_resources-vertex-ai-pipelines_instructions.html | 1.10 kB |
| art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_05_resources-vertex-ai-pipelines_Module 6_ Vertex AI Pipelines - Resources.pdf | 39.09 kB |
| art-science-ml/08_best-practices-for-ml-development/01_best-practices-for-ml-development-on-vertex-ai-module-introduction/01_01_introduction.en.srt | 473.00 B |
| art-science-ml/08_best-practices-for-ml-development/01_best-practices-for-ml-development-on-vertex-ai-module-introduction/01_01_introduction.en.txt | 243.00 B |
| art-science-ml/08_best-practices-for-ml-development/01_best-practices-for-ml-development-on-vertex-ai-module-introduction/01_01_introduction.mp4 | 440.83 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_01_best-practices-for-model-deployment-and-serving.en.srt | 2.98 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_01_best-practices-for-model-deployment-and-serving.en.txt | 1.90 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_01_best-practices-for-model-deployment-and-serving.mp4 | 3.33 MB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_02_best-practices-for-model-monitoring.en.srt | 4.45 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_02_best-practices-for-model-monitoring.en.txt | 2.40 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_02_best-practices-for-model-monitoring.mp4 | 3.94 MB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_03_vertex-ai-pipeline-best-practices.en.srt | 4.98 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_03_vertex-ai-pipeline-best-practices.en.txt | 3.23 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_03_vertex-ai-pipeline-best-practices.mp4 | 5.26 MB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_04_best-practices-for-artifact-organization.en.srt | 2.68 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_04_best-practices-for-artifact-organization.en.txt | 1.69 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_04_best-practices-for-artifact-organization.mp4 | 2.74 MB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_05_resources-best-practices-for-ml-development-on-vertex-ai_instructions.html | 1.16 kB |
| art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_05_resources-best-practices-for-ml-development-on-vertex-ai_Module 7_ Best Practices for Machine Learning Development - Resources.pdf | 40.38 kB |
| art-science-ml/09_course-summary/01_course-summary/01_01_summary_instructions.html | 1.07 kB |
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