In the context of AutoML, explain the role of data preprocessing and how AutoML can automate this process. Provide a detailed description of the techniques used by AutoML for data preprocessing and their significance in improving model performance. | Databricks Certified Machine Learning - Associate Quiz - LeetQuiz