Machine Learning, Data Science, Linear Regression, Gradient Descent, Numpy.
can be represented very simply with a 1000x5 matrix. For each of these records X(i) you also have an associated output y(i), so y that is the set of outputs can be represented simply by a vector of size 1000. If we plot our dataset on a plane, assuming we have only one feature instead of 5, we can