Implementieren einer Lösung für KI für Data Science und maschinelles Lernen in Microsoft Fabric

Get started with data science in Microsoft Fabric

• Understand the data science process
• Explore and process data with Microsoft Fabric
• Train and score models with Microsoft Fabric

Explore data for data science with notebooks in Microsoft Fabric

• Explore notebooks
• Load data for exploration
• Understand data distribution
• Check for missing data in notebooks
• Apply advanced data exploration techniques
• Visualize charts in notebooks

Preprocess data with Data Wrangler in Microsoft Fabric

• Understand Data Wrangler
• Perform data exploration
• Handle missing data
• Transform data with operators

Train and track machine learning models with MLflow in Microsoft Fabric

• Understand how to train machine learning models
• Train and track models with MLflow and experiments
• Manage models in Microsoft Fabric

Generate batch predictions using a deployed model in Microsoft Fabric

• Customize the model's behavior for batch scoring
• Prepare data before generating predictions
• Generate and save predictions to a Delta table