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This module explores migration of databases over 20 TB, considered very large databases, and the required techniques and procedures to achieve a migration from on-premises to Azure within an acceptable downtime and with minimized risk. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.

Units in this learning path:

• Introduction
• Explore Database Migration
• Optimize Source System
• Optimize Source System Advanced
• Optimize Network Upload
• Optimize Target System
• Create Recommended Migration Project Documents
• Monitor Migration
• Examine Database Migration Do’s Don’ts
• Knowledge Check
• Summary

Products: Azure

Roles: Administrator, Solution Architect

Level: Advanced

Subjects: Databases

Duration: 65 minutes

Migration Evaluator is an assessment service that helps you create a directional business case for Amazon Web Services (AWS) cloud planning and migration. This course builds on the topics introduced in the Migration Evaluator – Getting Started…

Model data relationships effectively in Azure DocumentDB. Analyze entity relationships using access patterns and cardinality, apply the embed-vs-reference decision framework, and implement one-to-one, one-to-many, and many-to-many relationship patterns with practical e-commerce examples.

Units in this learning path:

• Introduction
• Identify Analyze Data Relationships
• Choose Between Embedding Referencing
• Model One to One One to Many
• Model Many to Many
• Exercise Design Relationship Model
• Knowledge Check
• Summary

Products: Azure Documentdb

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 66 minutes

Data modeling configures and shapes your prepared data to design a semantic model with the necessary relationships and calculations using Data Analysis Expressions (DAX). This process ensures accurate analysis and sets you up to create clear, impactful Power BI reports.

Modules in this learning path:

• Configure Semantic Model Power Bi
• Dax Power Bi Write Formulas
• Dax Power Bi Create Calculations
• Dax Power Bi Modify Filter
• Dax Power Bi Time Intelligence
• Power Bi Visual Calculations

Products: Power Bi, Fabric

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics, Data Modeling

Duration: 350 minutes

Modifying the filter context in DAX lets you control how calculations evaluate data in Power BI semantic models. Gain deeper insights and tailor your analysis in your reports by choosing exactly what data is included in calculations.

Units in this learning path:

• 1 Introduction
• Understand Filter Context
• 2 Modify Filter Context
• 3 Filter Modifier Functions
• 4 Examine Filter Context
• 5 Context Transition
• Lab
• 6 Check
• 7 Summary

Products: Power Bi, Fabric

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics

Duration: 67 minutes

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some…

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some…

Learn how to use the monitoring hub in Microsoft Fabric to track activity status, investigate failures, and view historical run data. Explore how Activator responds to Fabric job events with automated alerts and actions.

Units in this learning path:

• Introduction
• Understand Monitoring
• Use Monitor Hub
• Take Action with Activator
• Exercise
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Engineer, Data Analyst

Level: Beginner

Subjects: Data Engineering, Data Analytics

Duration: 61 minutes

Monitor and optimize operational resources in Azure SQL

Modules in this learning path:

• Describe Performance Monitoring
• Configure SQL Server Resources for Optimal Performance
• Configure Databases for Optimal Performance

Products: Azure

Roles: Administrator

Level: Intermediate

Subjects: Data Storage

Duration: 169 minutes

Monitor and troubleshoot an Azure Cosmos DB for NoSQL solution

Modules in this learning path:

• Measure Performance Azure Cosmos Db SQL API
• Monitor Responses Events Azure Cosmos Db SQL API
• Implementing Backup Restore for Azure Cosmos Db SQL API
• Implement Security Azure Cosmos Db SQL API

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 195 minutes

Learn how to monitor cluster consumption, troubleshoot job failures, diagnose Spark performance issues, and implement log streaming to Azure Log Analytics for centralized monitoring of Azure Databricks workloads.

Units in this learning path:

• Introduction
• Monitor Manage Cluster Consumption
• Troubleshoot Repair Lakeflow Jobs
• Troubleshoot Repair Spark Jobs Notebooks
• Resolve Caching Skewing Spilling Shuffle
• Implement Log Streaming Azure Analytics
• Exercise
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering

Duration: 91 minutes

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some…