How are AI and machine learning connected?
Machine learning is a subfield of AI. Advanced computer systems use machine learning to develop their ability to analyze data and perform tasks autonomously.5 Here's how AI and machine learning collaborate:
Step 1: An AI system is built using machine learning and other techniques.
Step 2: Machine learning models are created by analyzing patterns in data.
Step 3: The machine learning models are optimized based on observed data patterns.
Step 4: The process repeats and refines until the models achieve a high level of accuracy suitable for the specific tasks they're intended to perform.
5: See the Bibliography in this module's Summary section.