What's the difference b/w artificial intelligence & machine learning?

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SUMMARY

Artificial Intelligence (AI) encompasses a broad range of technologies, including self-awareness, while Machine Learning (ML) is specifically a subset of AI focused on algorithms that enable machines to learn from data. The key distinction lies in the fact that ML requires a machine's memory state to change based on new data, which in turn influences its behavior. Understanding this relationship is crucial for leveraging AI technologies effectively.

PREREQUISITES
  • Understanding of Artificial Intelligence concepts
  • Familiarity with Machine Learning algorithms
  • Knowledge of data processing techniques
  • Basic comprehension of memory state in computational systems
NEXT STEPS
  • Explore the various types of Machine Learning algorithms
  • Research the principles of Artificial Intelligence and its applications
  • Learn about data preprocessing techniques for Machine Learning
  • Investigate the concept of self-awareness in AI systems
USEFUL FOR

Students, AI researchers, data scientists, and technology enthusiasts seeking to understand the fundamental differences between artificial intelligence and machine learning.

swampwiz
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It seems that for a machine to learn, it must have intelligence. :confused:
 
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Machine learning is a subset of artificial intelligence ... all that is required for a machine to learn is that it's memory state changes with new data - and that state feeds back into it's behavior.

AI includes everything up to self-awareness.
 

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