Data visualization vs machine learning: which is better for trend prediction?

Machine learning is best for trend prediction because it dynamically models complex relationships and future trends, while data visualisation is crucial for interpreting those machine learning outputs and for purposefully communicating results to stakeholders in a comprehensible visual format.