First non-technical call with HR to arrange the tech calls and prep materials in advance.

First round with one person from the LinkedIn AI team via CoderPad, followed by a discussion on an AI algorithm of my own choice, error theory, accuracy vs. recall, ROC curve, regularization, and backpropagation (as I chose NN as the algorithm of my choice).

Simulate an M-sided die given the probability of each side showing up.

Probability pi of side i showing up (i = {1, 2, ..., M}).

N samples from the die.

Example probabilities: probs = {1: 0.2, 2: 0.5, 3: 0.3, ..., M}

N samples following the distribution.

Example output: output = {1, 3, 2, 3, 1, 2, 3, 2, 1}, etc.