What is the difference between machine learning and statistics?

What is the difference between machine learning and statistics?

Machine learning focuses on algorithms that learn from data, while statistics emphasizes data analysis and inference.

Can you give me an example of how they are used differently?

Sure! Machine learning is often used in predictive modeling, like recommending products, while statistics is used for hypothesis testing.

Which one should I learn first if I want to work in data science?

It's beneficial to start with statistics to understand data analysis concepts, then move on to machine learning for practical applications.

Are there any overlaps between the two fields?

Yes, they overlap significantly; many machine learning techniques are based on statistical methods.