Bias in AI Models

  • Understanding Algorithmic Bias Sources of bias in training data and algorithms.

  • Identifying Bias with PHP Workflows Detect and mitigate bias during data pre-processing and model use.

  • Mitigation Strategies for PHP Developers Rebalancing datasets, filtering results, or post-processing output.

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