An Introduction to Dimensionality Reduction Techniques
What is Dimensionality Reduction? In the world of machine learning and data science, we often encounter datasets with a vast number of features. These features, representing different dimensions of data, can range from simple attributes like height and weight to more complex ones like pixel intensity in images or word frequency in text data. High-dimensional … Read more