deep-learning

Vocabulary Word

Definition

'Deep learning' is a type of Machine Learning, a technique that teaches computers to learn by example. In 'deep learning', artificial neural networks mimic the human brain to process data, recognize patterns, and make decisions.

Examples in Different Contexts

In computer vision, 'deep-learning' enables computers to interpret and understand visual information from the world, similar to human vision. A computer vision scientist might state, 'Deep-learning models have been instrumental in developing applications like facial recognition and autonomous vehicles.'

Practice Scenarios

Healthcare

Scenario:

The research team has been focusing on creating more accurate diagnostic tools. Identifying early stages of diseases could be a game-changer.

Response:

I think a deep learning approach could enhance our diagnostic tool's accuracy. We could set up a project to develop a model that identifies early-stage diseases.

Scenario:

Our virtual assistant seems to struggle understanding regional accents. It might need more nuanced language processing abilities.

Response:

Implementing deep learning to train our virtual assistant on diverse accents and dialects could enhance its language understanding, improving its performance and user experience.