Data analysis can be equal parts challenging and rewarding. From cleaning messy datasets to building complex models, there’s always a lot to do, and not enough time to do it. But what if there was a way to streamline and automate some of the more routine tasks, freeing up more…

An Overview and Exploration of the Revolutionary Technology — DALL-E 2 is a revolutionary new artificial intelligence program developed by OpenAI that has the ability to generate original images and text based on a given prompt. In this article we give an overview of DALL-E 2, explore some examples and then discuss its applications and risks. Note: (almost) all…

A Python Guide to Quickly Generate Knowledge Graphs — Knowledge graphs enable us to comprehend how different points of knowledge relate, giving us an extensive understanding of a field or topic. These graphs help us to discern how individual pieces of knowledge come together to form the larger picture. Clearly, constructing and visualising knowledge…

An introduction to SQL UDFs with examples — Writing SQL is an important part of many data scientists’ and data analysts’ roles, but it’s often the least enjoyable way to spend time. It can become tedious and time consuming to get the data you need in order to run analyses. User-defined functions (UDFs) are a great way to…

The Magic Formula: Gather -> Understand -> Model -> Track — User feedback in the form of open-ended comments is a critical part of a product’s success, yet it’s often under-utilised due to the tricky nature of getting insights from the data. In this article we elaborate on the types of user feedback a business should be keeping track of, the…

A quick guide to the importance of exposure dilution — Exposure dilution is a concept that comes up often when setting up experiments, but what exactly is it, and when you can ignore it? In this article we quickly define exposure dilution, discuss a web case study then explain the key cases where you can ignore exposure dilution. Understanding Exposure Dilution When running…

What’s the BEST Axie Infinity Class? — In this analysis we look into the classes being played in the hit crypto game Axie Infinity and analyse what makes them great. Class Overview Axie is similar to Pokemon in a way. It has 9 classes which express weaknesses and strengths towards the other classes. …

In Just 5 Hours with the Power of Julia — Moving along with Kaggle’s push into reinforcement learning (RL), I’ve been diving more into RL algorithms and at the same time working out which can realistically be trained (we don’t all have an army of GPUs!). …

How to Keep Living…and Living…and Living… — Humanity is on the brink of a new age. This new age is defined not by a new generation X/Y/Z but by the resilience of each generation — the extension of life. This shift in how we view ourselves and the process of aging will have far-reaching consequences from healthcare…