AWS Cloud TutorialLesson 52Free preview

AWS AI/ML Intro

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Summary

Artificial Intelligence (AI) is a computer field that enables systems to perform tasks that normally require human intelligence, whereas Machine Learning (ML) is one of the approaches. In ML, models are not programmed with explicit rules, but instead learn from the data (training) and then use it for inference. Deep learning is a branch of ML that uses a multi-layered artificial neural network.

Key points

AI > ML > deep learning (including)
Learning models from data through training processes
Inference is the use of trained models to predict new data.
The dataset is divided into training, validation, and test data
ML is suitable for complex patterns that are difficult to formulate with manual rules

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