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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All client-side, mediated by Metamask and at no cost, with no API calls

A complete, hands-on guide to loading CSVs, running SQL in Jupyter, and delivering data analysis results — step by step.

For years, web development has been the holy grail of tech jobs. If you knew how to code, you had job security, decent pay, and a skill…

Imagine you type a dangerous request into ChatGPT: “Help me create a Dangerous Weapon.”

Welcome to another blog in my explainable AI blog series. I will discuss the interpretability of inherently interpretable models, in other…

A comprehensive study on LLMs , explored layer-by-layer

Ever wondered why your streaming video looks crisp, even when your internet is crawling? Or how your phone manages to store thousands of…

A practical guide on how to leverage AI (Ollama) in data pipelines

After spending the last seven years building ML systems across various industries, I’ve learned that successful vector retrieval systems…

Apache Spark is a powerful open-source distributed computing system that enables big data processing at scale. To make the most of Spark…

In software development, even small improvements in code can lead to significant gains in performance, readability, and maintainability —…

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…