MACHINE LEARNING COFFEE BREWING

STEP 1: FORMULATION

Objective: Develop a robust model for predicting the optimal coffee-to-water ratio.

Dataset: Historical coffee-brewing records from 5 major coffee companies.

Features:

• Bean variety
• Roast level
• Grind size
• Water temperature
• Steeping time

Target: Predict the perfect cup of coffee for any given set of inputs.

Proceed to Step 2: Modeling

Proceed to Step 3: Optimization

Proceed to Step 4: Deployment

Proceed to Step 5: Maintenance

Proceed to Step 6: Scaling

Proceed to Step 7: Evaluation

Disclaimer: The perfect cup of coffee remains a subjective experience. This model is only a guideline.