Selecting the right machine learning (ML) model for your data is a crucial step in building an effective and efficient AI system. The success of your ML project often depends on how well the chosen model aligns with the characteristics of the data and the problem you’re trying to solve. However, with so many available models and techniques, it can be overwhelming to know which one to choose.