Applying a MLOps approach to Federated learning using ML Flow with NV Flare: A Healthcare use case — by David Valdez, Ardalan Mehraram, Adrien Debray, Christoforos Trakas, Maciej Piotrowski, Johannes Lootens

From MLOps to LLMOps — what’s the difference? — by Tim Leers

What is MLOps?

Machine Learning Operations (MLOps) can be treated as a subset of challenges in software Development Operations (DevOps), with the latter encompassing software engineering…

LLMOps, GenerativeOps or AgentOps? Distinguishing the challenges in contemporary LLMOps — by Tim Leers

The term “LLMOps” is debated — while it does encapsulate the operational challenges of deploying and managing large language models, it’s the powerful…

What is data circularity, and why should you care? — by Dishani Sen

Recently, I attended the Conference on New Techniques and Technologies for Statistics organised by the European Commission from March 6–10th in Brussels. I was pleased to discover several relevant data circularity…

Cloud-native framework for federated learning, designed with privacy and security at its core — by Dishani Sen, Eya Akrimi

In the roots academy session of March 2023, a group of Data & Cloud engineers and ML engineers collaborated together to…

From Pandora’s Box to the Genie’s Lamp: Overcoming Challenges in Enterprise Adoption of Large-Language Models — by Tim Leers

The race is on to harness the potential of Large Language Models (LLMs) in enterprises. Right now, there is significant…

How Open is Open Data? — by Dishani Sen

This is a follow up blog to the article “What is data circularity and why should you care?” where we discussed about data circularity and why we need it. It’s common to misunderstand that “Data Circularity” means “Open Data”, or vice versa. In this blog we…

Was the weather beginning of May 2023 normal? Let’s visualize the data — by Lode Nachtergaele

From casual small talk to deep philosophical discussions, conversations about the weather have permeated our daily interactions for centuries. Its omnipresence in our…