Description de la formation

Die Teilnehmenden erwerben die erforderlichen Kenntnisse über die Verwendung von Azure-Diensten zum Entwickeln, Trainieren und Bereitstellen von Lösungen für maschinelles Lernen.

Plan de la formation

Inhalt

• Design a data ingestion strategy for machine learning projects
• Design a machine learning model training solution
• Design a model deployment solution
• Explore Azure Machine Learning workspace resources and assets
• Explore developer tools for workspace interaction
• Make data available in Azure Machine Learning
• Work with compute targets in Azure Machine Learning
• Work with environments in Azure Machine Learning
• Find the best classification model with Automated Machine Learning
• Track model training in Jupyter notebooks with MLflow
• Run a training script as a command job in Azure Machine Learning
• Track model training with MLflow in jobs
• Run pipelines in Azure Machine Learning
• Perform hyperparameter tuning with Azure Machine Learning
• Deploy a model to a managed online endpoint
• Deploy a model to a batch endpoint