Question: what is the difference between machine learning and classical statistical models?
Answer: “The major difference between machine learning and statistics is their purpose. Machine learning models are designed to make the most accurate predictions possible. Statistical models are designed for inference about the relationships between variables.” ... You cannot do statistics unless you have data.