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Machine learning - IBM Developer
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Machine Learning

Teach systems to learn without them being explicitly programmed.

Machine learning is giving systems the ability to learn and improve without them being explicitly programmed.

19 August 2025

Article

From data to prediction: Building a robust predictive analytics pipeline

Predictive analytics pipelines empower teams to move from reactive to proactive operations. Developers must architect these systems to be efficient, transparent, and adaptable. By understanding the end-to-end flow of data, from raw data ingestion, through preprocessing and feature engineering, to PCA, to model deployment and prediction, developers can build solutions that provide valuable foresight, such as predicting employee stress before it impacts productivity.

From data to prediction: Building a robust predictive analytics pipeline
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