What is Aurora Machine Learning?

Add AI predictions to your database queries using simple SQL - no ML expertise needed!

How It Works

Your Application
      ↓
SQL query: "SELECT recommended_products FROM..."
      ↓
Amazon Aurora
      ↓
Sends user data to ML service
      ↓
Amazon SageMaker or Comprehend
      ↓
Returns predictions
      ↓
Aurora returns results to application

Supported Services

1. Amazon SageMaker:

• Use with any ML model
• Custom predictions
• Product recommendations, fraud detection, etc.

2. Amazon Comprehend:

• Sentiment analysis
• Analyze customer reviews
• Understand text sentiment (positive/negative)

Example Use Cases

Use Case 1: Product Recommendations

SELECT product_id, product_name,
       ml_predict_recommendations(user_id) AS recommended
FROM products;

• Aurora sends user profile to SageMaker