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Learn how to run evaluations and generate synthetic datasets with the Azure AI Evaluation SDK.

Units in this learning path:

• Introduction
• Prepare
• Performance Quality Metrics
• Risk Safety Metrics
• Track Evaluations Azure AI Studio
• Custom Evaluator Prompty
• Evaluate Endpoint
• Generate Synthetic Dataset
• Knowledge Check
• Summary

Products: Azure, Azure Sdks, Foundry Tools

Roles: Developer

Level: Beginner

Duration: 58 minutes

Implement enterprise AI governance with Microsoft Foundry by understanding the governance framework, configuring policy‑driven controls, enforcing quotas and safeguards, and applying hands‑on exercises to balance compliance, security, cost management, and innovation.

Units in this learning path:

• Introduction
• Understand Microsoft Foundry Governance Framework
• Configure Governance Policies Controls
• Exercise Implement Governance Policies
• Knowledge Check
• Summary

Products: Azure, Microsoft Foundry

Roles: Administrator, AI Engineer

Level: Intermediate

Subjects: Infrastructure

Duration: 47 minutes

Azure HPC is a purpose-built cloud capability for HPC & AI workload, using leading-edge processors and HPC-class InfiniBand interconnect, to deliver the best application performance, scalability, and value. Azure HPC enables users to unlock innovation, productivity, and business agility, through a highly available range of HPC & AI technologies that can be dynamically allocated as your business and technical needs change. This learning path is a series of modules that help you get started on Azure HPC - you can choose topics you are most interested in or progress through each of them one by one.

Modules in this learning path:

• Azure Cyclecloud High Performance Computing
• Customize Clusters Azure Cyclecloud
• Choose Service Level Azure Netapp Files Hpc Applications
• Improve Azure Netapp Files Performance Hpc Eda Best Practices
• Optimize Hpc Application Azure Virtual Machines Series
• Troubleshoot Tightly Coupled Hpc Apps

Products: Azure, Azure Batch, Azure Virtual Machines, Azure Cyclecloud, Azure Netapp Files, Azure Managed Lustre

Roles: Administrator, Developer, Solution Architect, Student, Technology Manager, Functional Consultant

Level: Beginner, Intermediate

Subjects: Cloud Computing, Infrastructure

Duration: 309 minutes

Learn how to create and use components to build pipeline in Azure Machine Learning. Run and schedule Azure Machine Learning pipelines to automate machine learning workflows.

Units in this learning path:

• Introduction
• Create Components
• Create Pipeline
• Run Pipeline Job
• Exercise Run Pipeline Job
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 40 minutes

Learn how to run scripts as command jobs and track model training with MLflow in Azure Machine Learning.

Units in this learning path:

• Introduction
• Convert Notebook Script
• Run Script Command Job
• Use Parameters Command Job
• Track Metrics
• View Metrics Evaluate Models
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 49 minutes

This Playlist is an unordered collection of supplemental labs that have relevance to the classroom training Running Containers on Amazon Elastic Kubernetes Service (Amazon EKS). Students of that class may find the labs in this playlist to be…

"Welcome to the Running High Performance Applications with Amazon FSx course! In this course, you learn about implementing Amazon FSx file systems when building and running compute and data-intensive applications. First, you review the ""WHY"" and…"

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…

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 about the Microsoft Defender for Identity component of Microsoft Defender XDR.

Units in this learning path:

• Introduction
• Configure Sensors
• Review Compromised Accounts
• Integrate Microsoft Tools
• Summary Knowledge Check

Products: M365, Azure, Microsoft Defender, Defender Xdr

Roles: Administrator

Level: Intermediate

Subjects: Identity Access

Duration: 68 minutes

A beginner's guide to using Sales Cloud. Learn how to manage leads, contacts, accounts, and opportunities to drive sales.