When to Use Machine Learning?

I think this is the most common question almost everyone who started their journey on Machine Learning will have. To solve a problem, When should i use Machine Learning? When should i go for Deterministic approach? Lets take a practical example and walk through it to see when i will use Machine Learning compared to deterministic approach. Problem: I want to decide whether to go outside for a run outside or not.