Algorithms Flashcards
1
Q
Random Cut Forest (RCF)
A
Random Cut Forest (RCF) is a built-in algorithm in Amazon SageMaker that is specifically designed for anomaly detection. It is well-suited for identifying unusual patterns or outliers in datasets, making it ideal for monitoring manufacturing processes.
2
Q
Recurrent Neural Network (RNN)
A
Recurrent Neural Networks (RNNs) are designed to handle sequential data and time-series information, making them well-suited for natural language processing tasks such as language modeling, text generation, and translation.
