Build an AI copilot with vCore-based Azure Cosmos DB for MongoDB and Azure OpenAI

Offered By: Microsoft via Microsoft Learn

Course Description

Overview

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• Module 1: Implement vCore-based Azure Cosmos DB for MongoDB.
  • Learn the vCore-based Azure Cosmos DB for MongoDB concepts.
  • Learn how to set up a vCore-based Azure Cosmos DB for MongoDB cluster.
• Module 2: Migrate to vCore-based Azure Cosmos DB for MongoDB.
  • Plan and assess the readiness of a migration from MongoDB to vCore-based Azure Cosmos DB for MongoDB.
  • Use Azure Data Studio for migration assessment and execution.
  • Employing native MongoDB tools for efficient data transfer.
  • Use advanced migration techniques with Azure Databricks and Azure Database Migration Service.
• Module 3: Manage a vCore-based Azure Cosmos DB for MongoDB cluster.
  • Explore strategies for scaling a vCore-based Azure Cosmos DB for MongoDB clusters, adjusting cluster tiers and storage sizes.
  • Set up and manage high availability to ensure minimal downtime in clusters.
  • Learn the backup and restore process, with point-in-time recovery features.
  • Monitor and diagnose clusters using Azure Monitor, including managing diagnostic settings and queries.
• Module 4: Build your own AI copilot with vCore-based Azure Cosmos DB for MongoDB and Azure OpenAI.
  • Learn how to build AI copilots with vCore-based Azure Cosmos DB for MongoDB and Azure OpenAI.
  • Integrate vector search for advanced data processing in AI applications.

Syllabus

• Module 1: Module 1: Implement vCore-based Azure Cosmos DB for MongoDB
  • Introduction
  • Learn vCore-based Azure Cosmos DB for MongoDB
  • Create a vCore-based Azure Cosmos DB for MongoDB cluster
  • Exercise: Deploy a vCore-based Azure Cosmos DB for MongoDB cluster
  • Knowledge check
  • Summary
• Module 2: Module 2: Migrate to vCore-based Azure Cosmos DB for MongoDB
  • Introduction
  • Migration assessment and planning
  • Offline migration from MongoDB to vCore-based Azure Cosmos DB for MongoDB using MongoDB native tools
  • Offline migration from MongoDB to vCore-based Azure Cosmos DB for MongoDB using Azure Data Studio
  • Migrate Data from MongoDB to vCore-based Azure Cosmos DB for MongoDB using Azure Databricks
  • Exercise: Migrate to vCore-based Azure Cosmos DB for MongoDB with MongoDB native tools
  • Knowledge check
  • Summary
• Module 3: Module 3: Manage a vCore-based Azure Cosmos DB for MongoDB cluster
  • Introduction
  • Scale and configure a vCore-based Azure Cosmos DB for MongoDB cluster
  • Explore high availability in a vCore-based Azure Cosmos DB for MongoDB cluster
  • Backup and restore a vCore-based Azure Cosmos DB for MongoDB cluster
  • Monitor a vCore-based Azure Cosmos DB for MongoDB cluster
  • Exercise: Manage a vCore-based Azure Cosmos DB form MongoDB cluster
  • Knowledge check
  • Summary
• Module 4: Module 4: Build your own AI copilot with vCore-based Azure Cosmos DB for MongoDB and Azure OpenAI
  • Introduction
  • Explore Azure OpenAI
  • Understand vector databases, Retrieval Augmentation Generation, and embeddings in AI
  • Implement Retrieval Augmentation Generation using vector indexes in vCore-based Azure Cosmos DB for MongoDB
  • Exercise: Develop an AI copilot using vCore-based Azure Cosmos DB for MongoDB and Azure OpenAI
  • Knowledge check
  • Summary

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