Machine learning systems create predictive models by analyzing historical data, allowing them to discover patterns and improve performance without developers hard-coding every rule. This differs from rule-based systems, which rely on explicitly written IF-THEN logic for each scenario. Convolutional neural networks are one possible ML technique for images, but ML as a whole is broader. ML is not a database service; data storage is handled by other AWS offerings such as Amazon S3 or DynamoDB.
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AWS Certified AI Practitioner AIF-C01
Fundamentals of AI and ML
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