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 natural language processing (NLP), 'deep-learning' is applied to understand and generate human language, improving interactions between computers and humans. An NLP engineer might explain, 'Deep-learning techniques have significantly advanced our ability to process and interpret natural language data.'

Practice Scenarios

Tech

Scenario:

The computer vision system seems to be misidentifying objects during the quality check. We need to enhance its performance.

Response:

If we train our machine vision system using deep learning techniques, it may improve object recognition during quality checks.

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.