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Data Science Collective
Advice, insights, and ideas from the Medium data science community
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I’m the Founding Editor of Data Science Collective — Here’s What’s Coming
I’m the Founding Editor of Data Science Collective — Here’s What’s Coming
Big News: I’m the Founding Editor of Data Science Collective — the New Data Science Publication on Medium.
Paolo Perrone
Feb 11
Data Science Collective: Submission Guidelines
Data Science Collective: Submission Guidelines
Welcome to Data Science Collective, a community-driven publication dedicated to exploring data science through writing. We’re to highlight…
Data Science Collective Editors
Feb 9
LOESS
LOESS
Smoothing data using local regression
João Paulo Figueira
May 24, 2019
A new community home for data science writing on Medium
A new community home for data science writing on Medium
Join Data Science Collective
Data Science Collective Editors
Feb 10
Latest
Stop Wasting Time Writing Cold Emails — Let This AI Agent Do It Instead!
Stop Wasting Time Writing Cold Emails — Let This AI Agent Do It Instead!
Craft personalised, professional cold emails in seconds with this lightweight AI agent
Aditya Kumar Sharma
Apr 26
How To Build a Multi-Source Knowledge Graph Extractor from Scratch
How To Build a Multi-Source Knowledge Graph Extractor from Scratch
How to leverage Large Language Models to create consistent Knowledge Graphs from multiple sources
Gabriele Sgroi, PhD
Apr 26
The Limitations of LLMsin Enterprise Data Engineering
The Limitations of LLMsin Enterprise Data Engineering
Text-to-SQL Mastery to Text-to-SIGNAL Confusion
MKWriteshere
Apr 26
I Built an AI App That Reflects My Feelings — Not Just My Output
I Built an AI App That Reflects My Feelings — Not Just My Output
A personal GPT-powered project that turned late-night spirals into clarity and compassion
Mukundan Sankar
Apr 26
DeepSeek v3: My Take on What Matters
DeepSeek v3: My Take on What Matters
To ensure your reading experience, it is recommended that you read this article after reading DeepSeek-V1 and DeepSeek-V2.
tangbasky
Apr 26
Practical GenAI Governance: Access and Cost control at scale
Practical GenAI Governance: Access and Cost control at scale
Unlock GenAI value responsibly by governing access to data and models and by setting budgets to your use cases.
Danilo Trombino
Apr 26
What Happens When You Simulate Fairness?
What Happens When You Simulate Fairness?
A historical look at U.S. income inequality, followed by a simulation demonstrating how the Pareto principle may naturally lead to unequal…
Jacob Ingle
Apr 26
Load data into a Microsoft Fabric data warehouse
Load data into a Microsoft Fabric data warehouse
Load data like a pro in Microsoft Fabric using pipelines, T-SQL, and Gen2 flows. Master ETL strategies with real-world examples.
Murat Girgin
Apr 26
No Silver-Bullets:
No Silver-Bullets:
The multiplicity approach
A. Duek, PhD
Apr 26
AI Engineering: A REALISTIC Roadmap for Beginners
AI Engineering: A REALISTIC Roadmap for Beginners
It’s going to take longer than 6 months.
Marina Wyss - Gratitude Driven
Apr 26
The Best Stock Market APIs in 2025
The Best Stock Market APIs in 2025
In the world of data science, your insights are only as good as the data powering your models. Whether you’re building predictive…
Pranjal Saxena
Apr 26
Agentic AI for Customer Service Desk
Agentic AI for Customer Service Desk
Reinventing the Contact Center with Autonomous AI Agents
Debmalya Biswas
Apr 26
Nuclei Segmentation Made Easy: Building an Autonomous Pipeline with StarDist and PythonFrom…
Nuclei Segmentation Made Easy: Building an Autonomous Pipeline with StarDist and PythonFrom…
Visualising and quantifying cell nuclei is a cornerstone of modern microscopy, underpinning cancer diagnostics, drug screening, and…
Aditya Kumar Sharma
Apr 26
Getting Started with Apache Spark: Easy Installation on Windows and Mac
Getting Started with Apache Spark: Easy Installation on Windows and Mac
As Data scientists, we are ever-growingly required to stay acquainted with powerful tools and software that make data processing seamless.
Benjamin Nweke
Apr 26
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