Machine learning should be viewed as a tool to aid decision-making rather than a definitive solution. In conclusion, the integration of machine learning techniques into sports betting has opened up new avenues for improving predictive models. By leveraging vast amounts of historical data and utilizing sophisticated algorithms, machine learning can provide more accurate predictions, helping