Leo Yorke

Posts archives


Fri 24 August 2018
Web Scraping with Selenium
Tags: Python Webscraping

In previous blog articles, we have covered how to use the Python library, BeautifulSoup to programmatically navigate through websites and extract useful data.

Thu 17 May 2018
Ensembling ML Models
Tags: Machine learning Python

This blog will cover how we can implement stacking and ensembling of multiple machine learning models into a single predictive model in Python. Stacking predictive models is...

Thu 07 December 2017
A Simple Approach to Webscraping - Part 2
Tags: Python Webscraping

In the first part of this series of blog posts we created a simple webscraper in Python that would go to Yahoo Finance and fetch a table of currency exchange rates. There are a...

Thu 23 November 2017
A Simple Approach to Webscraping - Part 1
Tags: Python Webscraping

A common problem many data science projects face is where to source data from. One of the richest sources of external data is the web, and being able to access websites and...

Thu 29 June 2017
A Simple Approach to Predicting Customer Churn
Tags: Churn Python

A common problem across businesses in many different industries is customer churn. Businesses often have to invest substantial amounts of money in attracting new clients...