Algorithms

Question 1

Random Cut Forest (RCF)

Answer 1

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.

Question 2

Recurrent Neural Network (RNN)

Answer 2

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.