ARTICLES

What will the distributed data environment in Web3 look like? How will we have a distributed network of data stores which allow updates and synchronizations? What is it that allows git to perform distributed operations on text so effectively? Is it possible to do the...

Every year, fraud costs the global economy over $5 trillion. In addition to taking a deeply personal toll on individual victims, fraud impacts businesses in the form of lost revenue and productivity as well as damaged reputation and customer relationships. AI...

Data leakage isn’t new. We’ve heard all about it. And, yes, it’s inevitable. But that’s exactly why we can’t afford to ignore it. If data leakage isn’t prevented early on it ends up spilling over into production, where it’s not quite so easy to fix. Data leakage in...

Locking your screen from a raspberry pi and only unlocking it again when you did enough pushups, what a world we live in. The whole solution in action This is the more in-depth, accompanying blogpost of this youtube video, go check it out first if you haven’t already....

Machine learning and big data are becoming ever more prevalent, and their impact on society is constantly growing. Numerous industries are increasingly reliant on machine learning algorithms and AI models to make critical decisions that impact both business and...

Operationalizing AI pipelines is notoriously complex. For deep learning applications, the challenge is even greater, due to the complexities of the types of data involved. Without a holistic view of the pipeline, operationalization can take months, and will require...

How MLOps helps across all stages of ML project It’s a common misconception that MLOps is solely about the tools we use for deploying models and preparing the infrastructure for it. Partly it is, but it’s not the whole story — there’s much more. In this post, I’ll...

Flag all your data quality issues by priority in a few lines of code “Everyone wants to do the model work, not the data work” — Google Research According to Alation’s State of Data Culture Report, 87% of employees attribute poor data quality to why most organizations...

with VS Code and Bridge to Kubernetes At Modzy we’ve developed a microservices based model operations platform that accelerates the deployment, integration, and governance of production-ready AI. Modzy is built on top of Kubernetes, which we selected for its...