AI & Data Intelligence Blog

How Vodafone Uses TensorFlow Data Validation in their Data Contracts to Elevate Data Governance at Scale

Vodafone leverages Google Cloud to deploy AI/ML use cases at scale As one of the largest telecommunications companies worldwide, Vodafone…

Mar 14, 2023 Yves Mulkers 8.0M views 4 min read

DBT Labs acquires Transform to enhance Semantic Layer tool

DBT Labs on Wednesday acquired Transform Data Inc. in a move aimed at enhancing its Semantic Layer capabilities. Specifically, Transform…

Feb 19, 2023 Yves Mulkers 34M views 3 min read

MIT Taxonomy Helps Build Explainability Into the Components of Machine-Learning Models

Researchers develop tools to help data scientists make the features used in machine-learning models more understandable for end users. Explanation…

Jan 13, 2023 Yves Mulkers 41M views 3 min read

Think AI was impressive last year? Wait until you see what’s coming.

A few years ago, I’d sometimes find myself needing to answer the question, “Why does Future Perfect, which is supposed…

Jan 12, 2023 Yves Mulkers 1.6M views 3 min read

Best practices for MLOps

Despite the growing interest in applied machine learning, organizations continue to face enormous challenges in integrating ML into real-world applications.…

Dec 16, 2022 Yves Mulkers 64M views 4 min read

What Is a Pretrained AI Model?

Imagine trying to teach a toddler what a unicorn is. A good place to start might be by showing the…

Dec 13, 2022 Yves Mulkers 2.0M views 3 min read

Building a Modern AI Platform Strategy

When it comes to AI strategy, the big question today has moved away from pure build vs. buy for AI…

Oct 25, 2022 Yves Mulkers 60M views 3 min read

You Can’t Out-Architect Bad Data

Say it with me: bad data is inevitable. It doesn’t care about how proactive you are at writing dbt tests,…

Oct 10, 2022 Yves Mulkers 8.8M views 3 min read

The importance of monitoring machine learning models

Agile development teams must ensure that microservices, applications, and databases are observable, have monitoring in place to identify operational issues,…

Oct 6, 2022 Yves Mulkers 56M views 3 min read

How AI Is Changing The Game In Insurance

The insurance industry is one of the largest in the world and has been around for hundreds of years, making…

Sep 30, 2022 Yves Mulkers 21M views 4 min read