Data

When Data Lies: Finding Optimal Strategies for Penalty Kicks with Game Theory

Introduction Penalties are amongst probably the most decisive and high-pressure moments in football. A single kick, with only the goalkeeper to beat, can determine the consequence of a whole match or perhaps a championship. From...

The AI Bubble Has a Data Science Escape Hatch

forecasting roughly $50 billion in promoting revenue using econometrics, time-series models, and causal inference. When a senior VP asked how confident we ought to be in a number, I couldn’t hand them a...

The Data Team’s Survival Guide for the Next Era of Data

crossroads in the information world. On one hand, there's a universal recognition of the worth of internal data for AI. Everyone understands that data is the critical foundational layer that unlocks value for agents...

The Gap Between Junior and Senior Data Scientists Isn’t Code

five minutes on LinkedIn or X, you’ll notice a loud debate in the info science industry. It’s been out for some time now, but this week, it finally caught my attention. As much as...

Designing Data and AI Systems That Hold Up in Production

Do you see yourself as a full-stack developer? How does your experience across the entire stack (from frontend to database) change the way you view the information scientist role? I do, but not within the...

AI in Multiple GPUs: Gradient Accumulation & Data Parallelism

is an element of a series about distributed AI across multiple GPUs: Introduction Distributed Data Parallelism (DDP) is the primary parallelization method we’ll have a look at. It’s the baseline approach that’s all the time utilized in...

Is the AI and Data Job Market Dead?

data science was dying 7 months ago? It was also dying 2 years ago.  And dying 3 years ago. And never to say it was also dying 5 years ago. Nonetheless, from where I stand, this is...

From Monolith to Contract-Driven Data Mesh

, the move from a standard data warehouse to Data Mesh feels less like an evolution and more like an identity crisis. At some point, every little thing works (possibly “works” is a stretch, but...

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