What’s the Difference Between AI and Machine Learning? by AWS

Amazon Web Services. (n.d) What’s the Difference Between AI and Machine Learning? Amazon Web Services. https://aws.amazon.com/compare/the-difference-between-artificial-intelligence-and-machine-learning/

This overview serves as a comprehensive guide to distinguishing artificial intelligence as a broad umbrella term from machine learning as a specialized subfield. While the text highlights how both disciplines utilize advanced data analysis to mimic human problem-solving, it clarifies that AI focuses on the general goal of creating autonomous, intelligent systems, whereas ML specifically relies on statistical models to find patterns without direct instruction. By exploring various industrial applications and implementation strategies, the source helps organizations identify the necessary infrastructure and data requirements for each technology. Ultimately, the guide positions these tools as complementary forces, offering a framework for selecting the right methodology to solve complex modern challenges.