THE FIELD NOTES · LEARNING GUIDE

AI and machine learning: where do they meet?

Understand the terms before getting lost in the tools.

Artificial intelligence

AI is the broader field of developing systems that perform tasks associated with intelligence, such as prediction, planning and language processing.

Machine learning

Machine learning is an approach within AI in which systems learn patterns from data.

Deep learning and generative AI

Deep learning uses multi-layer neural networks. Generative AI produces outputs such as text or images; it describes a capability rather than a synonym for all AI.

Bring the definitions to life

Study a small classification problem and trace the journey from input data to a prediction.

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