Oct 
19, 
2022

DreamStudio, Stable Diffusion & Language Models

<div style="text-align: justify;">For some time now, artificial intelligence that allows an image to be generated from a text input, has been more or less freely available. Well-known examples are OpenAI's DALL-E and Google's Imagen. Not too long ago, Stability.ai's DreamStudio.ai was released, which, unlike the other AIs, is completely open...
Aug 
22, 
2022

Scalable Programming

<div style="text-align: justify;">Java continuously introduces new, useful features. For instance, Java 8 introduced the Stream API, one of the biggest highlights of the past few years. But is aggregating data with the Stream API a panacea? In this article, I’d like to explore if there’s a better alternative for certain...
Jul 
11, 
2022

Take Control of ML Projects

<div style="text-align: justify;">The decision to move Elasticsearch to proprietary licensing awakened a sleeping giant. The open source community rapidly flexed its muscle to ensure a true open source option for fast and scalable search and analytics—which many users depend on </span><a href="https://opensearch.org/docs/latest/ml-commons-plugin/index/"><span style="font-weight: 400;">for ML projects</span></a><span style="font-weight: 400;">—would continue to...
Jun 
7, 
2022

Why are we doing this anyway?

<div style="text-align: justify;">Modularization is frequently discussed, but after some time, the speakers realize that they don’t mean the same thing. Over the last fifty years, computer science has given us a number of good explanations about what modularization is all about—but is that really enough to come to the same...
Apr 
1, 
2022

Keeping an Eye on AI

<div style="text-align: justify;">Your machine learning model is trained and finally running in production. But that was the easy part. Now, the real challenge is reliably running your machine learning system in production. For this, monitoring systems are essential. But while monitoring machine learning models, you must consider some challenges that...
Feb 
10, 
2022

Python Developers live in Visual Studio Code

<div style="text-align: justify;">With over 18 million monthly users, VS Code has become one of the most popular and fastest-growing text editors in the world. To learn more about why over 3.7 million of them find VS Code to be the perfect habitat for Python development and data science work, keep...
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Behind the Tracks