Python 3.9 – The Shape of Things to Come

Python 3.9 – The Shape of Things to Come

Python 3.9 is scheduled for 5th October 2020. There is still a long way to go until then, however, with the latest alpha 3.9.0a6 released last week and the beta version is just around the corner, we can already discuss new features. In this article, we explore some...
Collaborative Filtering with Machine Learning and Python

Collaborative Filtering with Machine Learning and Python

In the previous article, we had a chance to see how we can build Content-Based Recommendation Systems. These systems are quite easy and they consider only interaction of a single user with the items of our platform. Essentially, when we are building such a system, we...
Guide to Content-Based Recommendation Systems

Guide to Content-Based Recommendation Systems

In the previous article, we went through the basics of recommendation systems. We noted that there are four types of recommendation systems, of which two are the most popular. In this article, we are going to explore one of those popular approaches –...
Introduction to Recommendation Systems

Introduction to Recommendation Systems

From Netflix, Google, and Amazon, to smaller webshops, recommendation systems are everywhere. In fact, this type of system represents probably one of the most successful business applications of Machine Learning. Their ability to predict what users would like to read,...
EduNN – Custom Deep Learning Framework for Education

EduNN – Custom Deep Learning Framework for Education

An artificial neural network is modeled by biological neural networks like ones in the human brain. It is a type of machine learning structure that via a set of algorithms allows the computer to learn.  We wanted to implement a tool that supports working with generic...