Oct
4,
2022
AI in Vaccine Development and Rollout
<div style="text-align: justify;">This article describes use cases and tools that AI healthcare companies and research teams built to facilitate vaccine design, speed up trials, predict mutations, prioritize patients, and address vaccine hesitancy.
</div>
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...
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...
Nov
3,
2021
Speaker Testimonial: Christoph Henkelmann
What are the current ML trends? How can you stay ahead of the curve and enhance your ML skills? And what sets ML Conference apart from any other conference? Watch Christoph Henkelmann as he shares his ML knowledge in this latest video testimonial.
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>