K-Means Clustering from Scratch in 5 lines of code (Python)In this short post, I will walk you through implementing the K-means clustering algorithm from scratch in the most efficient way.Apr 25, 2021Apr 25, 2021
A recommendation system for careervillage.orgIn this five-part group project, we explain how we created a recommendation system for the website careervillage.org using data analysis…Jan 28, 2021Jan 28, 2021
Data Manipulation and Features Engineering with Pandas. The “No For Loops” guide.This post is part 3 of the series about building a recommendation system for CareerVillage.com. You can find the outline of the series…Dec 7, 2020Dec 7, 2020
Published inTowards Data ScienceUsing model interpretation with SHAP to understand what happened in the TitanicIntroductionOct 27, 2020Oct 27, 2020
Published inDataDrivenInvestorHypothesis Testing Intuitively Explained using the Titanic Dataset in Python.Hypothesis testing is a very common concept in statistical inference. In order to make a conclusion or inference using a dataset…Oct 6, 2020Oct 6, 2020
A Gentle Introduction to Lattice Gas Automaton for Simulation of Fluid Flow with Python.Modeling fluid flow has been an area of interest for many researchers and scientists in the field of engineering and applied physics. In…Sep 20, 2020Sep 20, 2020
Published inThe StartupBuild a GUI on Python Using Tkinter From Scratch. Step By Step for Beginners.In this post, I’m going to show you how to build a simple GUI App using Python’s Tkinter. By the end of this short tutorial, you should be…Sep 15, 2020Sep 15, 2020
Cooking an Empanada with the Ising model. The Markov Chain Monte Carlo Recipe.The Ising model is another example of a fascinating discrete model that can do a great job at modeling and simulating continuous systems…Sep 15, 2020Sep 15, 2020
Published inThe StartupBERT (State of the Art)VS Simple Logistic Regression for Natural Langauge ProcessingBERT is a very interesting multilayer deep learning model that is currently considered as the state of the art for natural language…Sep 11, 2020Sep 11, 2020