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DP-604T00: Implement a data science and machine learning solution for AI with Microsoft Fabric
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Introduction
Audio Book DP-604T00
Lesson 1 DP-604T00: Implement a data science and machine learning solution for AI with Microsoft Fabric
Lesson 1 DP-604T00: Implement a data science and machine learning solution for AI with Microsoft Fabric
Audio Lesson 1 DP-604T00: Implement a data science and machine learning solution for AI with Microsoft Fabric
Podcast Lesson 1 DP-604T00: Implement a data science and machine learning solution for AI with Microsoft Fabric
1.1.1 Introduction
1.1.2 Explore end-to-end analytics with Microsoft Fabric
1.1.3 Explore data teams and Microsoft Fabric
1.1.4 Enable and use Microsoft Fabric
1.1.5 Summary
Activity: : ShortAnswer/ Fill -in Blank
Activity: Knowledge Check
1.2.1 Introduction
1.2.2 Understand the data science process
1.2.3 Explore and process data with Microsoft Fabric
1.2.4 Train and score models with Microsoft Fabric
1.2.5 Summary
Activity: Drag and drop
Activity: Knowledge Check
1.3.1 Introduction
1.3.2 Explore notebooks
1.3.3 Load data for exploration
1.3.4 Understand data distribution
1.3.5 Check for missing data in notebooks
1.3.6 Apply advanced data exploration techniques
1.3.7 Visualize charts in notebooks
1.3.8 Summary
Activity: Sequence
Activity: Knowledge Check
1.4.1 Introduction
1.4.2 Understand Data Wrangler
1.4.3 Perform data exploration
1.4.4 Handle missing data
1.4.5 Transform data with operators
1.4.6 Summary
Activity: True/False
Activity: Knowledge Check
1.5.1 Introduction
1.5.2 Understand how to train machine learning models
1.5.3 Train and track models with MLflow and experiments
1.5.4 Manage models in Microsoft Fabric
1.5.5 Summary
Activity: Carousel/Slideshow
Activity: Knowledge Check
1.6.1 Introduction
1.6.2 Customize the model's behavior for batch scoring
1.6.3 Prepare data before generating predictions
1.6.4 Generate and save predictions to a Delta table
1.6.5 Summary
Activity: ShortAnswer/ Fill -in Blank
Activity: Knowledge Check
Resources
DP-604T00 Blueprint
DP-604T00 Detailed Curriculum
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DP-604T00: Implement a data science and machine learning solution for AI with Microsoft Fabric
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