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Learn how to load tables in a relational data warehouse that is hosted in a dedicated SQL pool in Azure Synapse Analytics.

Units in this learning path:

• Introduction
• Load Staging Tables
• Load Dimension Tables
• Load Time Dimension Tables
• Load Slowly Changing Dimensions
• Load Fact Tables
• Perform Post Load Optimization
• Exercise Load Data Into Relational Data Warehouse
• Knowledge Check
• Summary

Products: Azure Synapse Analytics

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering, Data Storage

Duration: 69 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 earner completed all learning activities included in this online learning experience related to advanced topics core to the data science profession including: Data Modeling techniques; Machine Learning; Deep Learning algorithms; Data Science Automation; demonstration of advanced skills application in the field of Data Science by role-playing critical roles in a data science team using latest AI tools for analytics/automation to address real problems insurance co's face in fraud claims data.

This module explores file system fragmentation and the tools that you can use to reduce fragmentation. Students will learn how Windows can compress files to take up less space on the hard disk.

Units in this learning path:

• Introduction
• Monitor Storage Usage
• Understand Disk Optimization
• Explore File Folder Compression
• Knowledge Check
• Summary

Products: Windows

Roles: Administrator

Level: Beginner

Subjects: Data Management, Device Management, Storage

Duration: 18 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…

Microsoft Purview helps you strengthen data security in AI environments, providing tools to handle challenges from AI technology. Learn to safeguard your data and adapt to evolving security challenges in AI technology.

Units in this learning path:

• Introduction
• Sensitivity Label Copilot
• Endpoint Dlp Block Paste AI
• Data Loss Prevention Copilot
• Insider Risk Management Generative AI Usage
• Adaptive Protection AI
• Knowledge Check
• Summary

Products: M365, Microsoft Purview

Roles: Administrator, Auditor

Level: Intermediate

Subjects: Data Management, Threat Protection

Duration: 43 minutes

Manage to Copilot in Microsoft Fabric.

Units in this learning path:

• Introduction
• How Copilot Works
• Enable Copilot
• Understand Consumption
• Scale Copilot
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering, Data Integration

Duration: 21 minutes

Microsoft Fabric is a Software-as-a-Service platform for data analytics. Learn how to manage your environment through Continuous Integration/Continuous Deployment (CI/CD), monitoring, and security.

Modules in this learning path:

• Implement Cicd in Fabric
• Monitor Fabric Items
• Secure Data Access in Fabric
• Administer Fabric

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Big Data, Data Analytics, Data Engineering, Data Integration, Data Management

Duration: 185 minutes

Manage a vCore-based Azure Cosmos DB for MongoDB cluster.

Units in this learning path:

• Introduction
• Scale Configure Cluster
• Explore High Availability Cluster
• Backup Restore Cluster
• Monitor Cluster
• Exercise Manage Mongodb Cluster
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 70 minutes

Get an overview of solutions to manage access to files and sites, add search entry points, and review feedback from your users.

Units in this learning path:

• Introduction
• Manage Access Files Sites
• Easier Access
• User Feedback
• Knowledge Check
• Summary

Products: M365, Office, Windows, Bing

Roles: Administrator, Business Owner, Functional Consultant, Technology Manager

Level: Beginner

Subjects: Data Management, Identity Access

Duration: 19 minutes

Manage and monitor data warehouse activities in Azure Synapse Analytics

Units in this learning path:

• Introduction
• Scale Compute Resources
• Pause Compute
• Manage Workloads
• Use Azure Advisor to Review Recommendations
• Use Dynamic Management Views to Identify Troubleshoot Query Performance
• Knowledge Check
• Summary

Products: Azure Synapse Analytics

Roles: Data Engineer

Level: Beginner

Subjects: Data Storage

Duration: 47 minutes

Ensure content is accessible and distributed effectively in Power BI to foster collaboration and informed decision-making. Protect sensitive information with robust security, building trust across your organization.

Modules in this learning path:

• Manage Workspaces Power Bi Service
• Manage Datasets Power Bi
• Choose Content Distribution Method
• Create Dashboards Power Bi
• Row Level Security Power Bi

Products: Power Bi, Fabric

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics, Data Management

Duration: 168 minutes