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This module explains how to filter objects out of the pipeline by using the Where-Object cmdlet to specify various criteria.

Units in this learning path:

• Introduction
• Learn About Comparison Operators Powershell
• Review Basic Filter Syntax Pipeline
• Review Advanced Filter Syntax Pipeline
• Optimize Filter Performance Pipeline
• Knowledge Check
• Summary

Products: Azure, Entra Id, Azure Cloud Shell, Azure Powershell, Azure Virtual Machines, M365

Roles: Administrator

Level: Intermediate

Subjects: Architecture, Storage, Virtual Machine

Duration: 37 minutes

Learn how to filter data in PostgreSQL using the WHERE clause, logical operators, pattern matching, and subqueries for advanced query control.

Units in this learning path:

• Introduction
• Sample Database Overview
• Where Clause
• Subqueries
• Summary

Products: Azure Database Postgresql

Roles: Database Administrator, Developer

Level: Beginner

Subjects: Databases

Duration: 23 minutes

A Learning Plan pulls together training content for a particular role or solution, and organizes those assets from foundational to advanced. Use Learning Plans as a starting point to discover training that matters to you. The following courses…

A Learning Plan pulls together training content for a particular role or solution, and organizes those assets from foundational to advanced. Use Learning Plans as a starting point to discover training that matters to you. The following courses…

A Learning Plan pulls together training content for a particular role or solution, and organizes those assets from foundational to advanced. Use Learning Plans as a starting point to discover training that matters to you. The following courses…

A Learning Plan pulls together training content for a particular role or solution, and organizes those assets from foundational to advanced. Use Learning Plans as a starting point to discover training that matters to you. We have selected the…

This module explains how to find Windows PowerShell cmdlets that you can use to perform specific tasks. It also covers how to use Get-Help to retrieve detailed information about a cmdlet and its parameters.

Units in this learning path:

• Introduction
• Define Modules Powershell
• Find Cmdlets Powershell
• Use Command Aliases Powershell
• Use Show Command Powershell
• Interpret Help File Contents Update Local Help Content Powershell
• Knowledge Check
• Summary

Products: Azure, Entra Id, Azure Cloud Shell, Azure Powershell, Azure Virtual Machines, M365

Roles: Administrator

Level: Intermediate

Subjects: Architecture, Storage, Virtual Machine

Duration: 50 minutes

Learn how to find the best classification model with automated machine learning (AutoML). You'll use the Python SDK (v2) to configure and run an AutoML job.

Units in this learning path:

• Introduction
• Preprocess Data Configure Featurization
• Run Job
• Evaluate Compare Models
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 37 minutes

Learn how to fine-tune language models using supervised fine-tuning, reinforcement fine-tuning, or direct preference optimization. Discover how to prepare training data manually or generate synthetic data to maximize consistency in your model's responses.

Units in this learning path:

• Introduction
• Understand Finetune
• Prepare Data
• Finetune Model
• Exercise
• Knowledge Check
• Summary

Products: Azure AI Foundry

Roles: Data Scientist, AI Engineer

Level: Intermediate

Subjects: Artificial Intelligence, Machine Learning, Natural Language Processing

Duration: 83 minutes

Fine-tune language models with Azure Databricks

Units in this learning path:

• Introduction
• Fine Tune Concept
• Prepare Data
• How to Fine Tune
• Exercise
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Duration: 55 minutes

Learn how to fine tune and calibrate your deployment of Microsoft Defender for IoT to monitor your OT network.

Units in this learning path:

• Introduction
• Describe Process Fine Tune
• Calibrate and Fine Tune Your Sensor
• Exercise Fine Tune Subnets Devices
• Create Baseline Traffic
• Exercise Triage Alerts
• End Learning Mode
• Exercise Change to Operational Mode
• Knowledge Check
• Summary

Products: Defender For Iot

Roles: Technology Manager

Level: Intermediate

Subjects: Security

Duration: 54 minutes

Use Record in PowerPoint to flip instruction, provide content for students outside of class, and help improve student outcomes.

Units in this learning path:

• Introduction
• Introduction Flipped Lessons
• Get Started
• How Use Powerpoint Recorder
• Value Inking Flipped Lessons
• Add Support Content Interactives
• Assessment Flipped Lessons
• Share Your Flipped Lesson
• Knowledge Check
• Summary

Products: Office Powerpoint, M365 Education

Roles: K 12 Educator

Level: Beginner

Duration: 45 minutes