Introduction to Azure AI and Explore Core Data Concepts
- Understand considerations for AI Engineers
- Introduction to Generative AI: (supplement)
- Understand considerations for responsible AI
- Understand the capabilities of Azure Machine Learning
- Understand the capabilities of Azure AI Services
- Understand the capabilities of Azure Cognitive Search
- Explore core data concepts
Run, Process, and scale AI-powered, intelligent apps on Azure.
- Provision and manage Azure AI Services
- Process and translate the text with Azure AI Services
- Create conversational AI solutions
- Create computer vision solutions with Azure AI Vision
- Introductions to Azure Data Servies
- Introduction to Azure SQL bases
Powering Intelligent Apps with Azure Cosmos DB
- Get started with Azure Cosmos DB for NoSQL
- Unraveling Multi-Model Databases and Cosmos DB
- Connect to Azure Cosmos DB for NoSQL with the SDK
- Optimize query and operation performance in Azure Cosmos DB for NoSQL
- Search Azure Cosmos DB for NoSQL data with Azure Cognitive Search
Develop Generative AI solutions with Azure OpenAI Service.
- Types of Generative AI Models : (supplement)
- Foundation Models & LLMS : (supplement)
- Get started with Azure OpenAI Service
- Build natural language solutions with Azure OpenAI Service
- Apply prompt engineering with Azure OpenAI Service
- Generate code with Azure OpenAI Service
- Use your data with Azure OpenAI Service
Azure Cognitive Search will power vectors in Azure.
- Introduction to Vector Database and Embedding
- Explore knowledge mining with Azure
- Implement knowledge mining with Azure Cognitive Search
- Implement Vector Search with Azure Cognitive Search
Explore the Azure Machine Learning workspace
- Exploring Azure ML workspace
- Work with data in Azure Machine Learning
- Automate machine learning model selection with Azure Machine Learning
- Train models with scripts in Azure Machine Learning
- Work with data LLM fine-tuning with Azure Machine Learning
- Prompt flow Azure Machine Learning
- Introductions to Azure Databricks