DP-604T00 Implement a data science and machine learning solution for AI with Microsoft Fabric

What’s included?

• Authorized Courseware
• Intensive Hands on Skills Development with an Experienced Subject Matter Expert
• Hands-on practice on real Servers and extended lab support 1.800.482.3172
• Examination Vouchers & Onsite Certification Testing- (excluding Adobe and PMP Boot Camps)
• Academy Code of Honor: Test Pass Guarantee
• Optional: Package for Hotel Accommodations, Lunch and Transportation

Agenda

Duration
1 Day

1 – 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

2 – 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

3 – Preprocess data with Data Wrangler in Microsoft Fabric

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

4 – 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

5 – 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