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Delta Lake is an open source relational storage area for Spark that you can use to implement a data lakehouse architecture in Azure Synapse Analytics.

Units in this learning path:

• Introduction
• Understand Delta Lake
• Create Delta Tables
• Catalog Tables
• Use Delta Lake Streaming Data
• Delta with SQL
• Exercise Use Delta Lake
• Knowledge Check
• Summary

Products: Azure Synapse Analytics

Roles: Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering, Data Storage

Duration: 74 minutes

Eventstream in Real-Time Intelligence (RTI) enables you to ingest, transform, and route real-time data.

Units in this learning path:

• Introduction
• Event Stream Components
• Setup Event Streams
• Route Event Data to Destinations
• Exercise
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Beginner

Subjects: Data Management, Data Engineering, Data Integration

Duration: 57 minutes

Learn how to use MLflow in Azure Databricks to track machine learning experiments and deploy models.

Units in this learning path:

• Introduction
• Capabilities of Mlflow
• Run Experiments
• Register Serve Models
• Exercise Use Mlflow
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Scientist

Level: Intermediate

Subjects: Data Management, Machine Learning

Duration: 63 minutes

This module explores how to set up a Microsoft Power Apps canvas app to send telemetry to Application Insights.

Units in this learning path:

• 1 Introduction
• 2 Configure
• 3 View App Insights
• 4 Custom Logging
• 5 Exercise
• 6 Check
• 7 Summary

Products: Power Platform, Power Apps, Azure Monitor, Dataverse

Roles: Maker

Level: Intermediate

Subjects: Data Analytics

Duration: 38 minutes

Are you going to use Power BI to create reports for Business Central? If so, this learning path will discuss how to build a dataset, build a report, and work with Power BI and Business Central.

Modules in this learning path:

• Create Data Set
• Build Power Bi Report
• Work Power Bi

Products: Dynamics 365, Dynamics Business Central

Roles: Functional Consultant, Developer

Level: Intermediate

Subjects: Data Analytics

Duration: 233 minutes

Use SQL Warehouses in Azure Databricks

Units in this learning path:

• Introduction
• Get Started
• Create Databases Tables
• Create Queries Dashboards
• Exercise Use SQL Warehouse
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering, Data Storage

Duration: 44 minutes

Use Search jobs in Microsoft Sentinel

Units in this learning path:

• Introduction
• Hunt Search Job
• Restore Historical Data
• Knowledge Check
• Summary Resources

Products: Azure, Microsoft Sentinel

Roles: Security Operations Analyst

Level: Intermediate

Subjects: Data Analytics

Duration: 15 minutes

This module describes how Apache Spark notebooks can be integrated into an Azure Synapse Analytics pipeline.

Units in this learning path:

• Introduction
• Understand Notebooks Pipelines
• Use Notebook Activity
• Notebook Parameters
• Exercise Use Spark Notebooks Pipeline
• Knowledge Check
• Summary

Products: Azure Synapse Analytics

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering, Data Storage

Duration: 48 minutes

FastTrack for Dynamics 365 is designed to help customers and partners achieve a successful deployment of Dynamics 365 solutions. To deliver this service, solution architects should use Success by Design. This learning path discusses Success by Design concepts.

Modules in this learning path:

• Success by Design
• Solution Blueprint
• Test Strategy
• Data Models
• Bi Analytics Design Dynamics 365
• Gap Solution Design Dynamics 365
• Data Migration
• Fast Track Security
• Plan and Implement Security in Dynamics 365 Finance Ops
• Integration
• Dual Write Dynamics 365
• Solution Performance
• Cutover Strategy Dynamics 365
• Post Go Live Dynamics 365

Products: Dynamics 365, Dynamics Sales, Customer Insights Journeys, Dynamics Customer Service, Dynamics Field Service, Dynamics Finance, Dynamics Scm, Dynamics Project Operations, Dynamics Commerce, Dynamics Human Resources

Roles: Solution Architect, Functional Consultant

Level: Advanced

Subjects: Data Visualization, Process Workflow

Duration: 784 minutes

Learn how to add a database to a minimal API application.

Units in this learning path:

• Introduction
• What Is Entity Framework Core
• Exercise Add Entity Framework Core
• Add Sqlite Database Provider
• Exercise Use Sqlite Database
• Knowledge Check
• Summary

Products: Dotnet, Aspnet Core

Roles: Developer, Student

Level: Beginner

Subjects: Databases

Duration: 35 minutes

Do you want to use formulas in a more advanced way? This learning path will help you use advanced formulas and perform custom updates.

Modules in this learning path:

• Author Advanced Formulas
• Choice Columns Formulas
• Reduce Complexity Dataverse Table
• Use Imperative Dev Techniques
• Perform Custom Updates

Products: Power Platform, Power Apps, Dataverse, Vs Code

Roles: Functional Consultant, Maker

Level: Advanced

Subjects: Business Applications, Data Analytics

Duration: 220 minutes

Use built-in functions and GROUP BY in Transact-SQL

Units in this learning path:

• Introduction
• Categorize Functions
• Scalar Functions
• Ranking Rowset Functions
• Aggregate Functions
• Summarize Group by
• Filter Groups
• Exercise Built in Functions
• Knowledge Check
• Summary

Products: Azure SQL Database, SQL Server, Azure SQL Managed Instance, Azure Sqlserver Vm, Azure SQL Virtual Machines

Roles: Data Analyst, Data Engineer, Data Scientist, Database Administrator, Developer, Solution Architect, Student, Technology Manager

Level: Beginner

Subjects: Data Analytics, Databases

Duration: 59 minutes