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

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