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Microsoft Data & Power BIDP-604T00 Implement a data science and machine learning solution for AI with Microsoft Fabric
Run data science and machine learning in Microsoft Fabric.
1 dayIntermediate6 modulesDP-604T00
About this course
Run data science and machine learning in Microsoft Fabric. You will explore and prepare data, train and track models, and generate batch predictions to power AI.
Curriculum
6 modules
- Explore end-to-end analytics with Microsoft Fabric
- Explore data teams and Microsoft Fabric
- Enable and use Microsoft Fabric
- Module assessment
- Understand the data science process
- Explore and process data with Microsoft Fabric
- Train and score models with Microsoft Fabric
- Module assessment
- Explore notebooks
- Load data for exploration
- Understand data distribution
- Check for missing data in notebooks
- Apply advanced data exploration techniques
- Visualize charts in notebooks
- Module assessment
- Understand Data Wrangler
- Perform data exploration
- Handle missing data
- Transform data with operators
- Module assessment
- Understand how to train machine learning models
- Train and track models with MLflow and experiments
- Manage models in Microsoft Fabric
- Module assessment
- Customize the model's behavior for batch scoring
- Prepare data before generating predictions
- Generate and save predictions to a Delta table
- Module assessment
Who it's for
Data scientists working in Fabric.
Before you start
- You should be familiar with basic data concepts and terminology.
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