Data Science Collective

Welcome to Data Science Collective, a community-driven publication dedicated to exploring data science through writing. We’re to highlight…

Smoothing data using local regression

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Some ideas are sexy on paper, but frustrating in practice.

The Art of Spotting the Odd One Out in the Crowd

Could this be the next MCP?

Understanding AI agents and their value for businesses, minus the hype

OpenAI’s GPT-4.1 represents a significant leap forward in AI capabilities, but its true potential remains hidden to those who don’t…

How to analyze writing for signs of dementia

Lessons from Airbnb’s AI experiments, including what worked, what failed, and why simplicity often wins.

What we can learn from Anthropic’s analysis of millions of Claude.ai chats.

Imagine transforming your favorite photos into stunning Ghibli-style artwork — yes, those dreamy, whimsical scenes that Studio Ghibli is…

DeepSeek v1 mainly includes two major versions. One is the conventional version with a model structure similar to that of Llama, and the…

Clean Data, Clear Insights: Detect and Correct data quality issues without manual intervention.

But for those who’ve been tracking the AI landscape closely, neither DeepSeek nor R1 is a surprise. The company has been gradually…

Working with Small Language Models (SLMs) but struggling with version control and deployment? This practical guide shows you how to move…

Recently, I moved from Taiwan to North Carolina. During a transfer flight, I had some time to scroll through YouTube, and I saw that…