Feed Forward Networks

Ever wondered out deep learning and neural networks work? The descriptions always contain the phrase "back propagation". But what exactly is back propagation? In this blog post, we'll start with a simulated neural network and see how it is applied to a test case. Then, we delve …

Do you want to build a decision tree classifier?

In this blog entry, we'll construct a decision tree using Sci-Kit Learn. I selected the data set: Adult. (1996) from the UCI Machine Learning Repository. The data set contains categorical and numerical data about individuals and contains a binary, categorical variable …

Hello data science!

In this article, we'll create a small simulation and explore confidence intervals and the central limit theorem.

We frequently talk about 95% or 90% confidence intervals but what information do these intervals give us?

The Central Limit Theorem

Given a population with mean \(\mu\) and standard deviation …