Business Cognitive Bias
Machine learning models are algorithms that use statistical methods to enable computers to improve their performance on a task through experience. They are crucial in analyzing data patterns and making predictions or decisions without being explicitly programmed for each specific task. These models can also help balance bias mitigation and decision-making efficiency by adapting their behavior based on the data they process and learning from it over time.
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