Practical Data Centric AI in the Real World

Practical Data Centric AI in the Real World

Data-centric AI marks a dramatic shift from how we’ve done AI over the last decade. Instead of solving challenges with better algorithms, we focus on systematically engineering our data to get better and better predictions. But how does that work in the real world?...
How To: Monitoring NLP Models in Production

How To: Monitoring NLP Models in Production

Today, Natural Language Processing (NLP) models are one of the most popular usages of machine learning, with a wide variety of use cases. In fact, it’s projected that by 2025, revenue from NLP models will reach up to $43 billion along with AI in general. What is...