What is the difference between machine learning and artificial intelligence?

What is the difference between machine learning and artificial intelligence?

Machine learning (ML) is a subset of artificial intelligence (AI). AI refers to the broader concept of machines being able to carry out tasks in a way that we would consider 'smart', while ML specifically focuses on the idea that systems can learn from data, improve their performance over time without being explicitly programmed.

Can you give me examples of machine learning applications?

Sure! Some examples of machine learning applications include recommendation systems like those used by Netflix and Amazon, image recognition in social media platforms, and fraud detection in banking.

Is deep learning the same as machine learning?

Deep learning is actually a subset of machine learning that uses neural networks with many layers. It's particularly effective for tasks like image and speech recognition.

How does AI impact our daily lives?

AI impacts our daily lives in many ways, such as through virtual assistants like Siri and Alexa, personalized content recommendations, and smart home devices that learn our preferences.