Fundamentals

Neural Network

Definition

A computing system inspired by biological neural networks in the brain. It consists of interconnected nodes (neurons) organized in layers that process information and can learn patterns from data.

Related Terms

Deep Learning

A subset of machine learning based on artificial neural networks with multiple layers. Deep learning can learn complex patterns from large amounts of data and is particularly effective for image recognition, speech processing, and natural language understanding.

Transformer

A neural network architecture that uses self-attention mechanisms to process sequential data. Transformers are the foundation of modern LLMs and have revolutionized NLP by enabling parallel processing and capturing long-range dependencies.

Knowing the Terms Is Step One. Applying Them Is Step Two.

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