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Perform data analysis with Azure Databricks

Units in this learning path:

• Introduction
• Ingest Data
• Data Exploration Tools
• Data Analysis
• Exercise
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Duration: 54 minutes

Perform device investigations in Microsoft Defender for Endpoint

Units in this learning path:

• Introduction
• Use Device Inventory List
• Investigate Device
• Use Behavioral Blocking
• Detect Devices with Device Discovery
• Knowledge Check
• Summary Resources

Products: Microsoft Defender, Windows Security, Defender Endpoint

Roles: Security Operations Analyst

Level: Intermediate

Subjects: Cloud Security, Security, Threat Protection, Asset Management

Duration: 35 minutes

Perform evidence and entities investigations using Microsoft Defender for Endpoint

Units in this learning path:

• Introduction
• Investigate File
• Investigate User Account
• Investigate Ip Addresses
• Investigate Domain
• Knowledge Check
• Summary Resources

Products: M365, Defender Endpoint

Roles: Security Operations Analyst

Level: Intermediate

Subjects: Information Protection Governance, Threat Protection

Duration: 36 minutes

Learn about performing a fit gap analysis as a solution architect for Dynamics 365 and Microsoft Power Platform.

Units in this learning path:

• 1 Introduction
• 2 Feasibility
• 3 Refine Requirements
• 4 Analysis
• 5 Apps
• 6 Check
• 7 Summary

Products: Dynamics 365, Power Platform

Roles: Solution Architect

Level: Advanced

Subjects: Architecture, Process Workflow

Duration: 44 minutes

Learn about general ledger processes, balance control accounts, journal controls, voucher templates, and ledger settlements.

Units in this learning path:

• 1 General Ledger Daily Introduction
• 2 Balance Control Accounts
• 3 Process Journal Entry
• 4 Work with Gl Processes
• 5 Ledger Settlements
• Create Templates
• 6 Create Voucher Templates
• 7 Set Up Journal Controls
• 8 Exercise Create and Use a Voucher Template
• 9 General Ledger Daily Quiz
• 10 General Ledger Daily Summary

Products: Dynamics 365, Dynamics Finance

Roles: Business User, Functional Consultant

Level: Intermediate

Subjects: Finance Accounting

Duration: 112 minutes

Learn how to perform hyperparameter tuning with a sweep job in Azure Machine Learning.

Units in this learning path:

• Introduction
• Define Search Space
• Configure Sampling Method
• Configure Early Termination
• Use Sweep Job Hyperparameter Tuning
• Exercise Run Sweep Job
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 46 minutes

Learn about spark structured streaming and ways to optimize and use it to populate destination objects

Units in this learning path:

• Introduction
• Set Up Real Time Sources
• Optimize Delta Lake
• Handling Late Data and Out of Order Events
• Monitoring Performance Tuning Strategies
• Exercise
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer, Developer, Data Scientist, Data Analyst

Level: Intermediate

Duration: 41 minutes

Use C# helper methods to perform reverse, resize, split and join operations on arrays.

Units in this learning path:

• Introduction
• Exercise Sort Reverse
• Exercise Clear Resize
• Exercise Split Join
• Challenge 1
• Solution 1
• Challenge 2
• Solution 2
• Knowledge Check
• Summary

Products: Dotnet, Vs Code

Roles: Developer, Higher Ed Educator, K 12 Educator, Student

Level: Beginner

Duration: 58 minutes

Perform post-installation configuration of Windows Server

Units in this learning path:

• Introduction
• List Available Post Installation Tools
• Configure Server Core Using Sconfig
• Use Dsc to Configure
• With Windows Admin Center
• Configure Server with Answer Files
• Knowledge Check
• Summary

Products: Windows Server

Roles: Administrator, Solution Architect, Technology Manager

Level: Intermediate

Subjects: Device Management

Duration: 46 minutes

Learn post-migration tasks and the tools available to configure automation, high availability and disaster recovery, and monitoring.

Units in this learning path:

• Introduction
• Migrate SQL Logins
• Protect Azure SQL Security Features
• Implement Compliance Controls
• Monitor Database Performance
• Configure High Availability Disaster Recovery
• Automate Database Tasks Scalability
• Exercise Configure Geo Replication
• Knowledge Check
• Summary

Products: Azure SQL Database, Azure Virtual Machines, SQL Server

Roles: Administrator, Data Engineer, Database Administrator, Developer, Solution Architect

Level: Intermediate

Duration: 86 minutes

Perform search reranking with semantic ranking in Azure AI Search.

Units in this learning path:

• Introduction
• What Is Semantic Search
• Set Up Semantic Search
• Exercise
• Knowledge Check
• Summary

Products: Foundry Tools

Roles: AI Engineer, Developer, Student, Data Scientist

Level: Intermediate

Subjects: Artificial Intelligence

Duration: 24 minutes

Learn how to perform sentiment analysis and opinion mining with Azure Database for PostgreSQL.

Units in this learning path:

• Introduction
• Explore Sentiment Analysis
• Describe Opinion Mining
• Exercise Analyze Sentiment
• Knowledge Check
• Summary

Products: Azure Database Postgresql

Roles: Developer

Level: Intermediate

Subjects: Artificial Intelligence, Databases

Duration: 15 minutes