1 day agoInformation vs. Data - Are you conscious?Introduction In this article we will discuss the difference between data and information. There are many ways to approach this topic. Here, we will explain the main concepts behind them and connect them to our daily lives. We will also cover Information Theory, but don’t worry if there is some math…Data14 min readData14 min read
Sep 20Neural Networks doesn't have to be black boxes — Captum PytorchIntroduction If we compare decision trees against Neural Networks it’s likely that we all will agree that a Neural Network will perform better than a decision tree in general. But, there is a big advantage decision trees have against neural networks, it’s much easier to follow what they are doing. From…Data Science13 min readData Science13 min read
Sep 5Finance with Python: If you know how to analyze data with Python take advantage from itIntroduction I know, the title is way to long, but seriously. If you know how to analyze data with python, you have a tremendous advantage to do financial analysis. Don’t missunderstand me, you will need to study, but you already know how to use the best tool possible to do this…Finance12 min readFinance12 min read
Aug 22Markov Chains from scratchIntroduction If your worked in a data team maybe you heard about Markov Chains, for instance: When they apoke about a bayesian process, maybe they mentioned the Markov Chain Montecarlo (MCMC) method. Maybe your heard about a kind of model called Hidden Markov Chain. Finally, maybe they mentioned that some…Markov Chains7 min readMarkov Chains7 min read
Aug 8AB testing in real life step-by-stepIf you are here, you’re interested in AB testing and want to learn how to perform them with all the criterias you need to take into account in real life, not skipping points which usually are ignored in other examples. To know about AB testing is a valuable skill in…Ab Testing15 min readAb Testing15 min read
