Get Started with Generative AI in Azure Database for PostgreSQL
- Understand generative AI language models.
- Explore schemas and AI extensions for integration.
- Hands-on: Use Azure AI extensions for practical generative AI applications.
Enable Semantic Search in Azure Database for PostgreSQL
- Learn about vector embeddings and vector similarity.
- Build semantic search functionalities using AI and PostgreSQL.
- Hands-on: Create search and recommendation systems.
Summarize Data with Azure AI Services
- Explore extractive and abstractive summarization.
- Learn to condense complex content into summaries.
- Hands-on: Apply summarization techniques with Azure AI.
Perform Sentiment Analysis and Opinion Mining
- Use Azure AI to analyze sentiment and mine opinions.
- Extract actionable insights from textual data.
- Hands-on: Perform sentiment analysis with Azure tools.
Extract Insights Using Azure AI Language
- Dive into key phrase extraction and entity recognition.
- Recognize and redact PII using Azure Database for PostgreSQL.
- Hands-on: Extract insights with Azure AI Language services.
Translate Text with Azure AI Translator
- Translate PostgreSQL data into multiple languages.
- Hands-on: Use Azure AI Translator for multilingual solutions.
Use Azure Machine Learning for Inferencing
- Train and deploy ML models with Azure ML.
- Learn inferencing techniques directly from PostgreSQL.
- Hands-on: Perform automated machine learning and inference.