3.21 GB | 00:07:30 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
01 introduction-to-the-ai-ml-engineering-advanced-professional-certificate-program.mp4 (22.65 MB)
02 introduction-to-microsoft-azure-for-ai-and-machine-learning.mp4 (32.58 MB)
08 walkthrough-creating-your-code-repository-part-1-optional.mp4 (37.74 MB)
09 walkthrough-creating-your-code-repository-part-2-optional.mp4 (70.02 MB)
03 walkthrough-configuring-resources-optional.mp4 (30.27 MB)
01 setting-up-azure-machine-learning-workspaces.mp4 (102.3 MB)
04 walkthrough-implementing-the-best-practices-for-workspace-setup-optional.mp4 (42.48 MB)
01 introduction-to-data-storage-solutions.mp4 (118 MB)
04 walkthrough-implementing-data-storage-solutions-optional.mp4 (20.37 MB)
01 data-preparation-and-model-training-in-azure.mp4 (114.15 MB)
04 walkthrough-creating-an-ingestion-pipeline-optional.mp4 (23.42 MB)
01 data-preprocessing.mp4 (151.74 MB)
04 walkthrough-implementing-preprocessing-techniques-optional.mp4 (23.68 MB)
01 model-training.mp4 (165.31 MB)
02 how-to-train-models-using-azure-machine-learning.mp4 (34.23 MB)
01 monitoring-and-logging-training-processes.mp4 (137.37 MB)
04 walkthrough-implementing-logging-in-ml-systems-optional.mp4 (35.02 MB)
01 model-deployment.mp4 (154.31 MB)
04 walkthrough-deploying-trained-models-optional.mp4 (33.9 MB)
06 walkthrough-using-aks-optional.mp4 (39.42 MB)
08 walkthrough-authenticating-to-azure-machine-learning-optional.mp4 (44.41 MB)
01 implementing-ci-cd-pipelines.mp4 (168.09 MB)
01 continuing-deployment-best-practices.mp4 (166.45 MB)
05 walkthrough-monitoring-deployed-models-optional.mp4 (24.98 MB)
01 common-issues-and-troubleshooting-guide.mp4 (197.21 MB)
05 walkthrough-designing-an-intelligent-troubleshooting-agent-optional.mp4 (74.38 MB)
07 walkthrough-troubleshooting-a-sample-pipeline-optional.mp4 (33.26 MB)
03 walkthrough-using-diagnostic-and-monitoring-tools-optional.mp4 (23.85 MB)
01 implementing-automated-alerts-and-remediation.mp4 (136.29 MB)
04 walkthrough-implementing-automated-alerts-and-remediation-optional.mp4 (22.13 MB)
05 using-additional-azure-automation-tools-part-1.mp4 (21.37 MB)
06 using-additional-azure-automation-tools-part-2.mp4 (16.52 MB)
01 summary-troubleshooting-azure-ai-ml-workflows.mp4 (214.46 MB)
03 hear-from-an-expert-real-world-applications-of-high-stakes-use-cases.mp4 (73.64 MB)
01 unsecured-environments-and-ramifications.mp4 (175.14 MB)
01 ideating-potential-issues-and-solutions.mp4 (91.52 MB)
04 hear-from-an-expert-applying-ai-responsibly.mp4 (63.78 MB)
01 summary-toward-system-integration.mp4 (156.51 MB)
01 course-summary.mp4 (120.61 MB)
03 congratulations-on-completing-the-course.mp4 (100.52 MB)
02 introduction-to-microsoft-azure-for-ai-and-machine-learning.mp4 (32.58 MB)
08 walkthrough-creating-your-code-repository-part-1-optional.mp4 (37.74 MB)
09 walkthrough-creating-your-code-repository-part-2-optional.mp4 (70.02 MB)
03 walkthrough-configuring-resources-optional.mp4 (30.27 MB)
01 setting-up-azure-machine-learning-workspaces.mp4 (102.3 MB)
04 walkthrough-implementing-the-best-practices-for-workspace-setup-optional.mp4 (42.48 MB)
01 introduction-to-data-storage-solutions.mp4 (118 MB)
04 walkthrough-implementing-data-storage-solutions-optional.mp4 (20.37 MB)
01 data-preparation-and-model-training-in-azure.mp4 (114.15 MB)
04 walkthrough-creating-an-ingestion-pipeline-optional.mp4 (23.42 MB)
01 data-preprocessing.mp4 (151.74 MB)
04 walkthrough-implementing-preprocessing-techniques-optional.mp4 (23.68 MB)
01 model-training.mp4 (165.31 MB)
02 how-to-train-models-using-azure-machine-learning.mp4 (34.23 MB)
01 monitoring-and-logging-training-processes.mp4 (137.37 MB)
04 walkthrough-implementing-logging-in-ml-systems-optional.mp4 (35.02 MB)
01 model-deployment.mp4 (154.31 MB)
04 walkthrough-deploying-trained-models-optional.mp4 (33.9 MB)
06 walkthrough-using-aks-optional.mp4 (39.42 MB)
08 walkthrough-authenticating-to-azure-machine-learning-optional.mp4 (44.41 MB)
01 implementing-ci-cd-pipelines.mp4 (168.09 MB)
01 continuing-deployment-best-practices.mp4 (166.45 MB)
05 walkthrough-monitoring-deployed-models-optional.mp4 (24.98 MB)
01 common-issues-and-troubleshooting-guide.mp4 (197.21 MB)
05 walkthrough-designing-an-intelligent-troubleshooting-agent-optional.mp4 (74.38 MB)
07 walkthrough-troubleshooting-a-sample-pipeline-optional.mp4 (33.26 MB)
03 walkthrough-using-diagnostic-and-monitoring-tools-optional.mp4 (23.85 MB)
01 implementing-automated-alerts-and-remediation.mp4 (136.29 MB)
04 walkthrough-implementing-automated-alerts-and-remediation-optional.mp4 (22.13 MB)
05 using-additional-azure-automation-tools-part-1.mp4 (21.37 MB)
06 using-additional-azure-automation-tools-part-2.mp4 (16.52 MB)
01 summary-troubleshooting-azure-ai-ml-workflows.mp4 (214.46 MB)
03 hear-from-an-expert-real-world-applications-of-high-stakes-use-cases.mp4 (73.64 MB)
01 unsecured-environments-and-ramifications.mp4 (175.14 MB)
01 ideating-potential-issues-and-solutions.mp4 (91.52 MB)
04 hear-from-an-expert-applying-ai-responsibly.mp4 (63.78 MB)
01 summary-toward-system-integration.mp4 (156.51 MB)
01 course-summary.mp4 (120.61 MB)
03 congratulations-on-completing-the-course.mp4 (100.52 MB)
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