Principal Component, Machine Learning, Artificial Intelligence, Linear Algebra, Data Science.
reduce the dimensionality of the input data. But what does this mean? Let’s take a specific example. Say we have two roughly correlated features, collected from a mass survey of Canadian citizens: personal happiness and personal achievement. As we can see, these two features are highly correlated —