Data

Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries

1. Topic modelling has recently progressed in two directions. The improved statistical methods stream of Python packages focuses on more robust, efficient, and preprocessing-free models, producing fewer junk topics (e.g., FASTopic). The opposite relies...

From ‘Dataslows’ to Dataflows: The Gen2 Performance Revolution in Microsoft Fabric

of announcements from the recent FabCon Europe in Vienna, one which will have gone under the radar was in regards to the enhancements in performance and price optimization for Dataflows Gen2. Before we delve...

Under the Uzès Sun: When Historical Data Reveals the Climate Change

, I'm biologically required to endure the identical loop of small talk yearly: “It’s boiling, isn’t it? Way hotter than 2020,” or the classic, “Back in my day, we actually had 4 seasons, not...

Hyperscale AI data centers

In sprawling stretches of farmland and industrial parks, supersized buildings full of racks of computers are arising to fuel the AI race. These engineering marvels are a brand new species of infrastructure: supercomputers...

Optimizing Data Transfer in Batched AI/ML Inference Workloads

is a to Optimizing Data Transfer in AI/ML Workloads where we demonstrated using NVIDIA Nsight™ Systems (nsys) in studying and solving the common data-loading bottleneck — occurrences where the GPU idles while it waits for input...

Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer

that linear models will be… well, stiff. Have you ever ever checked out a scatter plot and realized a straight line just isn’t going to chop it? We’ve all been there. Real-world data is...

Data Science Highlight: Chosen Problems from Advent of Code 2025

is an annual advent calendar of programming puzzles which might be themed around helping Santa’s elves prepare for Christmas. The whimsical setting masks the proven fact that many puzzles call for serious algorithmic...

TDS Newsletter: December Must-Reads on GraphRAG, Data Contracts, and More

Never miss a brand new edition of , our weekly newsletter featuring a top-notch collection of editors’ picks, deep dives, community news, and more. Yes, it’s 2026 — and we’re already focused on an eventful...

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