jercoliAug 27, 202112 min readImages from the Convolutional WorldWe take neural networks one step further from our previous post, towards classifying images with a process called Convolution. CNN...
jercoliJul 31, 202110 min readNeural Networks from the beginningsAfter reading several books that deal with the topic of neural networks with different levels of complexity, I have proposed to put...
jercoliMay 17, 20214 min readThe forest of the amazon reviews, part 2 (an NLP story)Hi friends, this is part 2 of the NLP analysis based on amazon reviews, here we will describe the machine learning stage that we will...
jercoliMay 14, 20215 min readThe forest of the amazon reviews, part 1(an NLP story)In this post we will enter the world of NLP ( natural language processing ) that studies the interactions between computers and human...
jercoliApr 11, 20217 min readThe heart of logistic regressionIn this post we will develop a binary classification model with a dataset related to the health issue. It was obtained from kaggle.com...
jercoliMar 29, 20217 min readRiding a bicycle on the Regression lineIntroduction to Supervised algorithms Today we will talk about the best known of supervised algorithms: Linear Regression, a classic in...
jercoliFeb 25, 20215 min readUser Clustering with K-means model, bike ride case part 3Clustering bike users groups with K-means model (Scikit Learn)
jercoliFeb 15, 20214 min readVisualizing geographic data with folium, the bike ride case part 2Hello, we continue to analyze our data on bicycle trips of the public service in the city of Buenos Aires, Argentina. In this case we...
jercoliFeb 10, 20213 min readGetting started in data science, the bike ride caseLet's do it with our first data science project. In this case is an EDA project (Exploratory Data Analysis)