Machine Learning, Artificial Intelligence, Statistics, Data Science, Towards Data Science.
data point with features [2,1] and output 3. There are infinitely many ways to set up weights for this problem, but among them, L2 regularization will prefer [1,1] and L1 regularization will prefer [1.5,0] because 2-norm of [1,1] and 1-norm of [1.5,0] are the smallest ones among all possible