Blue parked Honda car

How to scrape AutoTrader with Python and Selenium to search for multiple makes and models

Analysis Python

Take this new AutoTrader UK web scraper for a spin! It can search for and filter multiple makes and models to help you easily compare and make the right decision quicker.

November 5, 2023 7 minute read
A selection of meals under platters

How to build a random recipe selector with Python


In this article we will be building ingredirandom, a random recipe selector program which takes your library of recipes, samples X number at random, then outputs them as a shopping list with the ingredients and costs!

October 26, 2023 12 minute read
Two people selecting a colour palette

Eight ways to perform feature selection with scikit-learn

Analysis Python

Explore how to apply feature selection techniques using Python. This is an important step in finding the most predictive features for machine learning.

August 5, 2023 8 minute read
Decision tree plot

Understanding Explainable AI (XAI) for classification, regression and clustering with Python

Analysis Python JavaScript

We will explore the concepts of XAI in the context of classification, regression, and clustering models, and understand how these techniques can enhance the interpretability and trustworthiness of AI and ML systems.

July 8, 2023 25 minute read
Searching a crossword puzzle

Using PyPDF2 to score keywords in a job application

Analysis Python

Count essential and desirable keywords to score, sift and rank job applications. A model like this can bring a better quantitative assessment, whereas a human reviewer can bring a better qualitative assessment. Both are valuable.

June 28, 2023 5 minute read