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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What is the state of play with AI in early 2025? Are we in an S-curve of diminishing returns, or actually at the early stages of an…

A Novel Approach to Transfer Partial Teacher Model Knowledge from Control to Treatment Data for Rapid AB Testing and Campaign Optimization

Busting 3 Myths and Confirming 1

From Classical Certainty to Quantum Possibility: Exploring the Science, Math, and Magic Behind the Future of Computing

When I first met with CLIP and its performance, it impressed me so much that whenever I start a new project, I take CLIP’s performance as a…

A model that outperforms its competitors 27 times its size with the DocTags format

A new tokenization approach challenges everything we thought we knew about language processing

Introducing the WMDP Benchmark

In this post, we continue to explore the implementation of a Retrieval-Augmented Generation (RAG) system designed for Safaricom — a Telkom…

The rise of large language models (LLMs) has turned prompt engineering into a critical skill for the development of LLM based apps. But as…

Summary of Chip Huyen’s awesome new book.

A Hands-On Perspective from a Machine Learning Developer

Empowering AgentWorkflow with the strong boost from DeepSeek-R1

The Human Side of Data Solution Consulting