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Malware detection and classification with Amazon Rekognition

AWS Machine Learning

According to an article by Cybersecurity Ventures, the damage caused by Ransomware (a type of malware that can block users from accessing their data unless they pay a ransom) increased by 57 times in 2021 as compared to 2015. script: bash malware_detection_deployment_scripts/destroy.sh -s -p -r. Solution architecture.

Scripts 81
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Zero-shot text classification with Amazon SageMaker JumpStart

AWS Machine Learning

Zero-shot learning Zero-shot classification is a paradigm where a model can classify new, unseen examples that belong to classes that were not present in the training data. For example, if we want to evaluate whether a sequence belongs to the class politics , we could construct a hypothesis of “This text is about politics.”

Scripts 80