Ever since I learned about the Normal Distribution Equation in school it always looked menacing to me. I could not memorize it and I could…

In ML, the tradeoff between overfitting and underfitting is often depicted using a U-shape. Traditionally, we want our model to learn enough information from the train set to be able to generalize well over the unseen data (test set). …

The t-test is a statistical test to compare the means of two groups. It is one of the most common techniques to check if two groups come from the same population. …

While reading up on t-test’s normality assumption I came across a lot of conflicting information. Most of the resources online suggest that for the t-test to be valid, the samples have to be normally distributed: However, this does not have to be the case. The samples do not have to…

Python is one of the best choices when it comes to analyzing data. In fact, Python is THE language when it comes to programming in general. One of the main advantages of Python for data scientists is the abundance of libraries and frameworks for any kind of goal in mind…

This is a part 2 of my series of articles on generating fake Trump tweets. You can read part 1 here where I used Markov Chains to generate fake tweets. In this article we are going to use LSTM for even better results. LSTM (Long Short Term Memory) is a…

Donald Trump, a former US president, is one of the most controversial presidents in the modern US history. His presidency was remembered by the divisive and sometimes borderline offensive rhetoric. On January 8th, 2021 his Twitter account was suspended due to the attack on the US Capitol. And here’s what…

I heard Red Hot Chili Peppers for the first time about 10 years ago and I instantly became obsessed with them. They were (and still are) my #1 favorite band, right after Metallica, which I loved during my teenage years. Despite the fact that many people define RHCP as a…