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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This is a two part article series. Part one of the article series will start by covering a primer on synthetic data. It is essential to…

Master data ingestion with Dataflows Gen2 in Microsoft Fabric and streamline ETL processes with a low-code, scalable approach.

Slash your AWS cloud costs by 90%! Learn 4 steps to optimize spending: challenge assumptions, tune resources, use Graviton instances, and…

How to combine the arithmetic mean, median, minimum, maximum, and many more in one single function

Neural Networks Decoded: From Frames to Action Recognition

Python has grown to dominate data science, and its package Pandas has become the go-to tool for data analysis. It is great for tabular data…

Have you ever noticed that some datasets just don’t behave as expected? You tweak a model, adjust variables, and still, you’re just not…

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