Information Technology
DP-604T00 Implement a data science and machine learning solution for AI with Microsoft Fabric
Explore the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric.
1 Day
8 Hrs
5 Lessons
Agenda
- Understand the data science process
- Explore and process data with Microsoft Fabric
- Train and score models with 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
- Understand Data Wrangler
- Perform data exploration
- Handle missing data
- Transform data with operators
- Understand how to train machine learning models
- Train and track models with MLflow and experiments
- Manage models in Microsoft Fabric
- Customize the model’s behavior for batch scoring
- Prepare data before generating predictions
- Generate and save predictions to a Delta table
FREE
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Course Type: Instructor Led