Data Science
Posts about Data Science
Simulating Quantum Decision Models in Pure Python (No QPU Required)
Python quantum: I spent most of last week arguing with a vendor who insisted we needed cloud QPU access to run our new multi-agent decision matrix.
Poetry is Dead to Me: Why I Switched to uv
Uv installer: Actually, I should clarify – I held on for as long as I could. Really, I did. I was the guy in the team chat defending Poetry1 back in 2023.
Numpyro: Probabilistic Programming That Doesn’t Waste My Time
NumPy news: I remember the bad old days of probabilistic programming. You’d define a hierarchical model, hit “sample,” and then—I’m not joking—go watch …
Taipy: Why I Finally Ditched Streamlit for Production Apps
Taipy news: Well, I have a confession to make. For the last five years, I’ve been utterly hooked on “script-to-web” tools. You know the drill — write a …
PyScript in 2026: Why I Finally Stopped Hating Client-Side Python
Actually, I should clarify – I remember sitting in the audience at PyCon 2022 when PyScript was first announced. The demo was Learn about PyScript web.
Stop Rewriting Your Pandas Code for Spark. Seriously.
I looked at my terminal yesterday and saw the one error message that has haunted my entire career in data engineering. Learn about NumPy news.
NASA Just Paid to Fix NumPy’s Messy Parts. About Time.
I was staring at a flame graph at 11 p. m. last Tuesday, wondering why my seemingly simple data pipeline was eating RAM like Learn about NumPy news.
Stop Downsampling Your Data: The New Pandas Update is Actually Good
I have a confession to make. For the last five years, I’ve been lying to my stakeholders. Not big lies—just little white lies Learn about Pandas updates.
Mojo in 2025: A Python Dev’s Honest Look Under the Hood
I have a love-hate relationship with Python. We all do, right? It’s the glue holding the entire AI ecosystem together, yet Learn about Mojo language.
Keras in Late 2025: Why Transfer Learning Is Finally Boring
I spent yesterday afternoon trying to squeeze a Vision Transformer (ViT) onto a consumer-grade GPU. A few years ago, this would Learn about Keras updates.