Machine Learning, Data Science, Algorithms, Statistics, Tech.
most relevant directions of variance in the data. Helps capture the most “important” features. Easier to make computations on the dataset after the dimension reductions since we have fewer data to deal with. Visualization of the data. Short verbal explanation. Let’s say we have 10 variables in our