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Deep Learning

Deep learning is the family of machine learning techniques based on neural networks with many layers. Each layer learns increasingly abstract representations of the data: in images, early layers recognize edges and colors, intermediate ones shapes and textures, final ones whole objects like faces or cars.

Definition

Deep learning enabled the breakthroughs of the last decade: accurate speech recognition, quality machine translation, computer vision, and large language models.

Related terms

• Machine Learning
• Neural Network
• Transformer
• LLM (Large Language Model)
• Parameters

More in AI Fundamentals

• LLM (Large Language Model)
• Token
• Context Window
• Temperature
• AI Hallucination
• Fine-tuning
• RAG (Retrieval Augmented Generation)
• Embedding

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