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Artificial intelligence (AI) is a far-reaching branch of computer science focused on creating machines that can perform tasks that usually demand human intellect.
Real-world applications of ML require extremely high accuracy to provide a consumer benefit. Increasing accuracy is a balancing act between bias and variance. To minimize both, and thereby increase accuracy, ML models requires plentiful high quality training data.