Filename Size art-science-ml/01_introduction onehack.us/01_introduction/01_01_course-introduction.en.srt 1.8 KB art-science-ml/01_introduction onehack.us/01_introduction/01_01_course-introduction.en.txt 1008 B art-science-ml/01_introduction onehack.us/01_introduction/01_01_course-introduction.mp4 2.1 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 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 B art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_01_introduction.mp4 367.3 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 6.1 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 3.9 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 7.1 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 4.3 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 1.1 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 Workflow - Resources.pdf 40.2 KB art-science-ml/03_data-in-the-enterprise/01_data-in-the-enterprise-module-introduction/01_01_introduction.en.srt 368 B art-science-ml/03_data-in-the-enterprise/01_data-in-the-enterprise-module-introduction/01_01_introduction.en.txt 204 B art-science-ml/03_data-in-the-enterprise/01_data-in-the-enterprise-module-introduction/01_01_introduction.mp4 435.3 KB art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_01_feature-store.en.srt 7.7 KB art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_01_feature-store.en.txt 4.8 KB art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_01_feature-store.mp4 9.8 MB art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_02_data-catalog.en.srt 2.7 KB art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_02_data-catalog.en.txt 1.7 KB art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_02_data-catalog.mp4 3.7 MB art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_01_dataplex.en.srt 6.5 KB art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_01_dataplex.en.txt 3.4 KB art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_01_dataplex.mp4 6 MB art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_02_analytics-hub.en.srt 4.7 KB art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_02_analytics-hub.en.txt 2.9 KB art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_02_analytics-hub.mp4 5.5 MB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_01_data-preprocessing-options.en.srt 4.5 KB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_01_data-preprocessing-options.en.txt 2.4 KB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_01_data-preprocessing-options.mp4 4.5 MB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_02_dataprep.en.srt 7 KB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_02_dataprep.en.txt 4.3 KB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_02_dataprep.mp4 8.9 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 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 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 264 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 7.4 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 3.9 KB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_04_coursera-getting-started-with-google-cloud-and-qwiklabs.mp4 10.4 MB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_05_data-in-the-enterprise_exam.html 5.2 KB art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_06_resources-data-in-the-enterprise_instructions.html 1.1 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 43.6 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 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 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 470.4 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 10.8 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 5.7 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 9.4 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 11.6 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 7.4 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 9.9 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 6.4 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 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 7.2 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 13.1 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 6.8 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 11.8 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 4.2 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 2.7 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 4.6 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 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 1.6 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 3.5 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 6.5 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 1.2 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 43.6 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 1.1 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 4.5 MB art-science-ml/05_vertex-vizier-hyperparameter-tuning/01_vertex-vizier-hyperparameter-tuning-module-introduction/01_01_introduction.en.srt 327 B art-science-ml/05_vertex-vizier-hyperparameter-tuning/01_vertex-vizier-hyperparameter-tuning-module-introduction/01_01_introduction.en.txt 163 B art-science-ml/05_vertex-vizier-hyperparameter-tuning/01_vertex-vizier-hyperparameter-tuning-module-introduction/01_01_introduction.mp4 323.4 KB art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_01_vertex-ai-vizier-hyperparameter-tuning.en.srt 21.2 KB art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_01_vertex-ai-vizier-hyperparameter-tuning.en.txt 12.7 KB art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_01_vertex-ai-vizier-hyperparameter-tuning.mp4 23.3 MB art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_02_lab-intro-vertex-ai-hyperparameter-tuning.en.srt 548 B art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_02_lab-intro-vertex-ai-hyperparameter-tuning.en.txt 318 B art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_02_lab-intro-vertex-ai-hyperparameter-tuning.mp4 491.9 KB art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_03_vertex-vizier-hyperparameter-tuning_exam.html 5.1 KB art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_04_resources-vertex-vizier-hyperparameter-tuning_instructions.html 1.1 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 39.5 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 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 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 851 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 8.7 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 4.6 KB art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_01_predictions-using-vertex-ai.mp4 9.9 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 9.9 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 6.1 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 11.4 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 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 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 467.4 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 6.2 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 1.2 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 42.1 KB art-science-ml/07_vertex-ai-pipelines/01_vertex-ai-pipelines-module-introduction/01_01_introduction.en.srt 286 B art-science-ml/07_vertex-ai-pipelines/01_vertex-ai-pipelines-module-introduction/01_01_introduction.en.txt 155 B art-science-ml/07_vertex-ai-pipelines/01_vertex-ai-pipelines-module-introduction/01_01_introduction.mp4 351.3 KB launching-machine-learning/02_get-to-know-your-data-improve-data-through-exploratory-data-analysis/02_improve-data-through-exploratory-data-analysis/02_04_lab-demo-improve-the-quality-of-your-data.mp4 80.8 MB
![[Coursera] Machine Learning on Google Cloud Specialization - 5 course series](https://f.0c.mom/no-cover.webp)
