PinnedInData Science CollectivebyErdogan T·Oct 9D3Blocks: 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…A response icon5A response icon5
PinnedInData Science CollectivebyErdogan T·Sep 25Do-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?A response icon6A response icon6
PinnedInData Science CollectivebyErdogan T·Aug 27The LLM Landscape Part 2: The Starter’s Guide to Local DeploymentThe LLM software stack is evolving rapidly. Over the past year, I have explored and tested a wide range of tools and workflows for running…A response icon7A response icon7
PinnedInData Science CollectivebyErdogan T·Jun 12A Step-by-Step Guide for Developing Your Personal Agentic System.A complete guide to learn how to set up and create your own agentic LLM system with local databases and specialized for your task.A response icon45A response icon45
PinnedInData Science CollectivebyErdogan T·Feb 6The Complete Starter Guide For Causal Discovery Using Bayesian Modeling.Bayesian approaches are becoming increasingly popular, but they can be overwhelming at first. This extensive starter's guide will walk you…A response icon3A response icon3
InData Science CollectivebyErdogan T·2d agoBenchmark Local Coding LLMs: Find a Model That’s Up To 10× Faster Without Sacrificing AccuracyFind the best coding LLM for your hardware. Learn to benchmark local models on accuracy, decoding speed, quantization, and usable context…A response icon1A response icon1
InData Science CollectivebyErdogan T·Oct 2Data 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…A response icon17A response icon17
InData Science CollectivebyErdogan T·Sep 18Skills: A Step-by-Step Guide To Create and Work With The New Abstraction LayerFrom writing code to writing intent. Learn how skills change the way we program with coding agents.A response icon9A response icon9
InData Science CollectivebyErdogan T·Sep 10Your 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…A response icon1A response icon1
InData Science CollectivebyErdogan T·Aug 16The LLM Landscape Part 1: The Starter’s Guide to Context Window ManagementThis starter's guide focuses on one of the most important LLM challenges: context window management for building real-world LLM…A response icon4A response icon4
