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...
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...
Nov
9,
2021
The Trends Shaping Natural Language Processing in 2021
<div style="text-align: justify;">According to research from last year, 2020 had an impact on business globally, but NLP was a bright spot for technology investments. That momentum has carried through to this year, but even still, we are just at the tip of the iceberg in terms of what NLP has...
Oct
12,
2021
What is Data Annotation and how is it used in Machine Learning?
<div style="text-align: justify;">What is data annotation? And how is data annotation applied in ML? In this article, we are delving deep to answer these key questions. Data annotation is valuable to ML and has contributed immensely to some of the cutting-edge technologies we enjoy today. Data annotators, or the invisible...
Sep
14,
2021
Neuroph and DL4J
<div style="text-align: justify;">In this article, we would like to show how neural networks, specifically the multilayer perceptron of two Java frameworks, can be used to detect blood cells in images.</div>
Jul
20,
2021
Top 5 reasons to attend ML Conference
<div style="text-align: justify;">So you’ve decided to attend ML Conference but you don’t know how to break it to your boss that it is a win-win situation? Don’t worry, we’ve got you covered. Follow 4 simple steps and use these 5 arguments to show why your organization needs to invest in...
Jun
9,
2021
Anomaly Detection as a Service with Metrics Advisor
<div style="text-align: justify;">We humans are usually good at spotting anomalies: often a quick glance at monitoring charts is enough to spot (or, in the best case, predict) a performance problem. A curve rises unnaturally fast, a value falls below a desired minimum or there are fluctuations that cannot be explained...
Tools & Processes for MLOps
<div style="text-align: justify;">Training a machine learning model is getting easier. But building and training the model is also the easy part. The real challenge is getting a machine learning system into production and running it reliably. In the field of software development, we have gained a significant insight in this...
Mar
15,
2021
On pythonic tracks
<div style="text-align: justify;">Python has established itself as a quasi-standard in the field of machine learning over the last few years, in part due to the broad availability of libraries. It is logical that Oracle did not really like to watch this trend — after all, Java has to be widely...