In Mixture Models every point may have membership to all clusters.

In the table below, you will find a dataset of four data points spreading across three dimensions, with some values missing. Which of the following option best represents the missing value (Missing1) in dimension Z for data point N1, using Euclidean distance as the distance metric (k=2)? Data  X Y Z N1 1 3 Missing1 N2 3 5 3 N3 Missing2 4 5 N4 2 4 7

The prompt of “Calculate the total cost of a shopping trip step by step, where you buy 3 shirts at $24.99 each, 2 pairs of pants at $45.50 each, and a jacket for $89.95. Sales tax is 7.5%.” is an example of the Chain of Thought approach.

When you find the mean of a distribution is LESS THAN the median, which of the following statement is generally true:

Probabilistic Topic Models can only be used to model text.

  The effectiveness of statistical model approaches to anomaly detection uniquely depends on  

When fitting Gaussian Mixture Models via Expectation Maximization, which of the following is considered as the Maximization step?

The prompt of “Calculate the total cost of a shopping trip step by step, where you buy 3 shirts at $24.99 each, 2 pairs of pants at $45.50 each, and a jacket for $89.95. Sales tax is 7.5%.” is an example of the Chain of Thought approach.

When you find the mean of a distribution is LESS THAN the median, which of the following statement is generally true:

In Mixture Models every point may have membership to all clusters.