Mastering the Math Behind AI, Machine Learning and Data Science Introduction Matrix multiplication is the workhorse of the modern world. From powering deep learning algorithms to rendering photo-realistic graphics in video […]
The method of maximum likelihood estimation allows to estimate point parameters for a given distribution underlying some observed data. Let’s look at an example to understand what this means:Imagine you
You can use software, like scipy.stats.beta if you want to sample from a Beta distribution. But you can also create a Beta distribution yourself — from scratch. The only thing you need
A detailed solution for a problem about total probability
