What is the difference between AI and Machine Learning?

By codingstreets  Feb 22, 2024

Artificial Intelligence (AI) and Machine Learning (ML) are two closely related but distinct fields within the broader field of computer science.

1

artificial intelligence

Artificial Intelligence (AI) is a discipline that focuses on creating intelligent machines that can perform tasks.

2

artificial intelligence

That typically require human intelligence, such as visual perception, speech recognition, decision-making, and natural language processing. AI is a broader concept that includes ML as a subfield.

3

machine learning

Machine Learning (ML) is a subfield of AI that involves teaching machines to learn from data without being explicitly programmed. ML algorithms can identify patterns and trends in data and use them to make predictions and decisions.

4

machine learning

ML is used to build predictive models, classify data, recognize patterns, and is an essential tool for many AI applications.

5

artificial intelligence

In simplest terms, AI is the broader concept of enabling a machine or system to sense, reason, act, or adapt like a human.

6

Machine Learning 

ML is an application of AI that allows machines to extract knowledge from data and learn from it autonomously. So, all machine learning is AI, but not all AI is machine learning.

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