AWS Certified Machine Learning Engineer - Associate

Based on historical data for a behavior, predict future behavior: predict sales on a new product based on previous sales data. Tabular Use the SageMaker

Use the SageMaker AI DeepAR forecasting algorithm —a supervised learning algorithm for forecasting scalar (one-dimensional) time series using recurrent neural networks (RNN).

Random Cut Forest (RCF) Algorithm —detects anomalous data points within a data set that diverge from otherwise well-structured or patterned data.

If your target values are categorical (mathematically discrete), then you have a classification problem .

An example is the prediction of the topic most relevant to a text document. A document may be classified as being about religion, politics, or

The goal in unsupervised learning problems is to discover patterns such as groupings within the data.