The [Hidden] Challenges of ML Series: Quadrant 2 Data Preparation

The large volume of available data has spurred a surge in Machine Learning (ML) projects. In the first blog post in the Hidden Challenges of Machine Learning Lifecycle series, we looked at the complexity of clarifying the question to be solved with ML and the process of designing the project, i...

The [Hidden] Challenges of ML Series: Quadrant 1 Project Design

As a Ph.D. computer and data scientist, systems and software engineer, applied statistician, and engineering fellow, I have worked on multiple large-scale Artificial Intelligence (AI) and Machine Learning (ML) projects for more than 30 years. Through that extensive experience, I have seen that cr...

The [Hidden] Challenges of Machine Learning: A Five Part Series

Artificial Intelligence (AI) and Machine Learning (ML) are a thing. They are here and here to stay. The NT Concepts Data Science Team is hard at work applying differentiating methods and models to complex data sets for our federal customers. We try our hands at everything from computer vision and...