Define the problem
Collect relevant data
Clean and prepare the data
Choose the AI approach
Select tools and frameworks
Split data into training, validation, and test sets
Train the model
Tune hyperparameters
Evaluate model performance
Improve the model
Deploy the AI system
Monitor performance in production
Update and retrain regularly
