Data

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...

The Missing Curriculum: Essential Concepts For Data Scientists within the Age of AI Coding Agents

Why read this text? one about learn how to structure your prompts to enable your AI agent to perform magic. There are already a sea of articles that goes into detail about what structure...

Why Every Analytics Engineer Must Understand Data Architecture

, but in point of fact, little nuances in designing your data architecture could have costly implications. Hence, in this text, I wanted to supply a crash course on the architectures that shape your...

Your First 90 Days as a Data Scientist

I DoorDash about five months ago. That is my first time starting at a brand new company as a Data Science Manager. DoorDash moves fast, expectations are high, and the domain context is...

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