supervised

Vocabulary Word

Definition
'Supervised' goes beyond just watching, it includes directing and assisting in someone's efforts. Like when a chef supervises an apprentice: he's providing guidance, watching for errors, and correcting techniques.
Examples in Different Contexts
In business analytics, 'supervised' learning methods are crucial for building predictive models. A business analyst might note, 'Using supervised learning, we can create robust models that allow us to forecast sales and optimize our business strategies effectively.'
Practice Scenarios
Business

Scenario:

This project is quite crucial for our company's reputation. We need to ensure it's handled with utmost precision.

Response:

Absolutely. Someone experienced should supervise this project to ensure a top-notch quality.

Tech

Scenario:

Our model isn't performing as expected. We may need to rethink our training process to get better results.

Response:

Agreed. Should we use supervised learning methods to train our model for better predictions?

Related Words
resamplingregressionregularizationstochasticpredictionsyntheticvariancemachine-learning