are ai and ml same or different

Are AI and ML the same thing or different?

Many people in the technology world are confused about whether AI (Artificial Intelligence) and ML (Machine Learning) are the same or different. Technically, they are closely related, but they are not the same. Even when you search the internet for questions like "are AI and ML the same or different," this distinction comes up.

AI (Artificial Intelligence) is a vast discipline that aims to create computers/machines that can reason and think like humans. AI includes tasks such as problem solving, decision-making, and language recognition. The scope of AI is vast and has many sub-disciplines.

ML (Machine Learning) is an important branch of AI. You can think of this as a way to "teach" AI, where machines learn patterns from data. This means that machine learning begins to learn from experience and make decisions on its own, without any programmer's guidance. For example, when Netflix suggests shows based on your preferences, that's thanks to ML.

Key Differences Between AI and ML

• AI involves machines being able to think and understand on their own.
• ML involves machines learning and making predictions based on data.
• Every machine learning technique falls under AI, but not every AI is machine learning.

For more information, you can visit the Wikipedia - Artificial Intelligence and Machine Learning pages.

Tip: How to identify AI and ML?

If an app is making decisions based on its own reasoning, it's AI. If the same app is learning patterns by observing data, it's also ML. For example, speech in a voice assistant is AI, but learning from your speech habits is ML.