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Glossary

Letter

Letter I
Inference

Inference refers to the process of drawing conclusions or making predictions based on observed evidence or known facts. In artificial intelligence and machine learning, inference involves applying a trained model to new data to generate predictions or classifications.

Use Cases

Natural Language Processing

Understanding the meaning of sentences and generating appropriate responses.

Predictive Analytics

Forecasting future trends based on historical data and trained models.

Medical Diagnosis

Using patient symptoms and test results to predict potential diseases.

Importance

Decision-Making

Provides insights and analytics that guide actions and strategies.

Real-Time Processing

Enables quick responses and decisions based on incoming data.

Continuous Learning

Updates models based on new data and experiences to improve accuracy over time.

Analogies

The inference is like a detective making deductions from clues at a crime scene. Just as a detective uses evidence to infer what happened, inference in AI uses data and models to draw conclusions and make informed decisions.

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