<![CDATA[Stories by Erdogan T on Medium]]> https://medium.com/@erdogant?source=rss-4e636e2ef813------2 https://cdn-images-1.medium.com/fit/c/150/150/1*1RdPiWqDKP-Gp7bbMktXJQ.jpeg Stories by Erdogan T on Medium https://medium.com/@erdogant?source=rss-4e636e2ef813------2 Medium Thu, 05 Nov 2026 04:49:01 GMT <![CDATA[How to Bring Survey Data to Life: Simulating the Daily Life of a European]]>

What if survey data could tell a story? Learn how probability density fitting can turn aggregate statistics into thousands of simulated…

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]]> https://medium.com/data-science-collective/how-to-bring-survey-data-to-life-simulating-the-daily-life-of-a-european-179c9d15606a?source=rss-4e636e2ef813------2 https://medium.com/p/179c9d15606a Fri, 30 Oct 2026 08:49:00 GMT 2026-10-30T08:49:00.162Z <![CDATA[MovingBubbles: Animate and Understand How Your Entities Move Over Time.]]>

A practical guide to turn events into an animated timeline. Watch your entities move through states over time and visually examine the…

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]]> https://medium.com/data-science-collective/movingbubbles-animate-and-understand-how-your-entities-move-over-time-88c10198d25a?source=rss-4e636e2ef813------2 https://medium.com/p/88c10198d25a Fri, 23 Oct 2026 12:54:15 GMT 2026-10-23T12:54:15.786Z <![CDATA[Benchmark Local Coding LLMs: Find a Model That’s Up To 10× Faster Without Sacrificing Accuracy]]>

Find the best coding LLM for your hardware. Learn to benchmark local models on accuracy, decoding speed, quantization, and usable context…

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]]> https://medium.com/data-science-collective/benchmark-local-coding-llms-find-a-model-thats-up-to-10-faster-without-sacrificing-accuracy-4d5a5efdcf01?source=rss-4e636e2ef813------2 https://medium.com/p/4d5a5efdcf01 Fri, 16 Oct 2026 14:43:15 GMT 2026-10-16T14:43:15.172Z <![CDATA[D3Blocks: The Sweet Spot for Data Scientists. Interactive Charts Without Deployment Friction.]]>

Make interactive charts in minutes that are lightweight, standalone, interactive, and beautiful. Built in Python, powered by native D3.js…

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]]> https://medium.com/data-science-collective/d3blocks-the-sweet-spot-for-data-scientists-interactive-charts-without-deployment-friction-c7f576025510?source=rss-4e636e2ef813------2 https://medium.com/p/c7f576025510 Fri, 09 Oct 2026 08:30:00 GMT 2026-10-20T18:50:49.327Z <![CDATA[Data Science Isn’t Dead, Vibe Coding Isn’t a Career: A Reality Check for 2026.]]>

AI can generate code in seconds. That changes what it means to know how to code, but it doesn't make that knowledge obsolete. So, what is…

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]]> https://medium.com/data-science-collective/data-science-isnt-dead-vibe-coding-isn-t-a-career-a-reality-check-for-2026-949758fb1e4e?source=rss-4e636e2ef813------2 https://medium.com/p/949758fb1e4e Fri, 02 Oct 2026 09:11:35 GMT 2026-10-02T09:16:49.653Z <![CDATA[Do-Calculus and Causal Interventions: A Practical Guide to Asking “What If” Questions.]]>

You know the past. You can predict what is next, but what happens if we change something in the equation?

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]]> https://medium.com/data-science-collective/do-calculus-and-causal-interventions-a-practical-guide-to-asking-what-if-questions-f6783bbfb28d?source=rss-4e636e2ef813------2 https://medium.com/p/f6783bbfb28d Fri, 25 Sep 2026 08:06:59 GMT 2026-09-25T08:06:59.164Z <![CDATA[Agentic Skills: The New Abstraction Layer For Programming?]]>

From writing code to writing intent. Learn how skills change the way we program with coding agents.

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]]> https://medium.com/data-science-collective/skills-a-step-by-step-guide-to-create-and-work-with-the-new-abstraction-layer-e88c5bf2e5b9?source=rss-4e636e2ef813------2 https://medium.com/p/e88c5bf2e5b9 Fri, 18 Sep 2026 06:35:21 GMT 2026-10-22T14:35:35.301Z <![CDATA[Your Scatter Plot Is Boring; Make It Interactive and Force-Directed for Exploration and Questioning.]]>

A scatter plot is usually the first chart you make and the last one you trust. This new scatter visualization enables smart exploration by…

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]]> https://medium.com/data-science-collective/your-scatter-plot-is-boring-make-it-interactive-and-force-directed-for-exploration-and-questioning-c2a4db010fd3?source=rss-4e636e2ef813------2 https://medium.com/p/c2a4db010fd3 Thu, 10 Sep 2026 06:44:38 GMT 2026-09-10T06:44:38.474Z <![CDATA[The LLM Landscape Part 2: The Starter’s Guide to Local Deployment]]>

The LLM software stack is evolving rapidly. Over the past year, I have explored and tested a wide range of tools and workflows for running…

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]]> https://medium.com/data-science-collective/the-llm-landscape-part-2-the-starters-guide-to-local-deployment-9c21c36d475a?source=rss-4e636e2ef813------2 https://medium.com/p/9c21c36d475a Thu, 27 Aug 2026 15:25:40 GMT 2026-08-27T15:25:40.055Z <![CDATA[The LLM Landscape Part 1: The Starter’s Guide to Context Window Management]]>

This starter's guide focuses on one of the most important LLM challenges: context window management for building real-world LLM…

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]]> https://medium.com/data-science-collective/the-llm-landscape-part-1-the-starters-guide-to-context-window-management-9c77aff15dc5?source=rss-4e636e2ef813------2 https://medium.com/p/9c77aff15dc5 Sun, 16 Aug 2026 08:57:32 GMT 2026-08-30T11:31:08.764Z