Develop design systems with accessibility in mind
Don't leave your users behind - Learn how to design accessible user interfaces with a design system that builds accessibility in from the start and eliminates potential barriers.
Why we are moving Aggregata from Astro to Ghost
As Aggregata continues to evolve, we're committed to providing the optimal platform for our content. Read more about our decision to move from Astro to Ghost as an significant step towards enabling a more feature-rich content experience.
An Introduction to Image Captioning with BLIP
Image captioning is important because it provides a textual representation of the content and context of an image, improving accessibility and understanding for all users, especially those with visual impairments. In this post, we introduce BLIP for this use case.
Transforming Sentiment Analysis with the Emotion Text Classifier
Sentiment analysis is an increasingly important part of the evaluation of news from social networks. In the following article, we would like to present a pretrained transformer that is tailored for this task: the Emotion Text Classifier.
Beyond bullet points: Dive into Obsidian
Obsidian, a tool for building a "second brain" - a system for organizing and managing information effectively. Learn how this free, open source platform can help you organize notes, connect ideas and potentially improve workflow efficiency.
Deploying dynamic content as static HTML
Not all websites need to be dynamic. Discover the cost-efficiency, security and global accessibility benefits of static HTML. Learn how to recognise when static delivery is the right choice for your project.
Text Classification with the Naive Bayes Text Classifier
The Naive Bayes classifier is a simple and efficient algorithm for classification tasks that assumes independence of the features. This post aims to introduce this algorithm to the reader.
Dimensionality Reduction with Random Projections
Large amounts of data can be challenging for many reasons. Today, I will present an algorithm that can be used to reduce the size of a data set: Random Projections.
Advanced forms with Alpine.js
Visualise validation errors in your backend for input elements with Alpine.js and improve the user experience of your forms. Read more in this article.
Unlocking the Power of T5: The Versatile Language Model for Text-to-Text Tasks
T5 is a powerful language model capable of performing a wide range of text-to-text tasks, including text classification, language translation or text summarization. The aim of this post is to introduce this pretrained transformer to the reader.
Working with the Arc Browser
The Arc Browser brings a breath of fresh air to the browser market and at the same time offers interesting features that could have a lasting impact on the way we browse the Internet. Read more in this article.
Classical optimization using Optuna
Optimizing a (complex) function can be a difficult task. Here I present a library which I use and which I think is a good way to solve such tasks. In addition, I will show corresponding tasks and an implementation of a comparatively simple optimization task as a usage example.
