Color-Coded Cryptocurrency Price Charts in Python

The recent rise in the price of Bitcoin and other cryptocurrencies has also led to increased interest in visualizing price trends. In particular, price charts that use color as an overlay have a particular appeal. Such colorful price charts not … Continued

Getting started with Image Recognition: Classifying Cats and Dogs

This article kicks off a new blog series on image recognition and classification with Convolutional Neural Networks (CNNs). CNNs belong to the field of deep learning, a subarea of machine learning, and have become a cornerstone to many exciting innovations … Continued

Anyone About to Leave? Predicting Customer Churn of a Telecommunications Provider

Telecommunications service providers face considerable pressure to expand and retain their subscriber base. One of the biggest cost factors are customers cancelling their contracts. Innovative service providers therefore have learned to use machine learning to predict which of their customers … Continued

Will they Buy or just Browse? Predicting Purchase Intentions of Online Shoppers with Python

Many online stores welcome countless visitors every day, but only a fraction of those visitors will actually make a purchase. In this blog, I show how you can use machine learning to predict whether a customer is just browsing the … Continued

Visualizing COVID-19 Cases on a Heat Map using GeoPandas and Python

Currently, there is a great need to provide relevant information on COVID-19. Geographic heat maps are particularly suitable for this purpose. A geographical heat map shows a map in which different regions or elements of the map, e.g. countries, cities, … Continued