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 icon28A response icon28
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
PinnedInData Science CollectivebyErdogan T·Jun 28, 2025D3Blocks: The Python Library to Create Interactive, Standalone, and Beautiful D3.js ChartsBring your charts alive using D3Blocks: The Python Library to Create Interactive, Standalone, and Beautiful D3.js Charts.A response icon7A response icon7
PinnedInData Science CollectivebyErdogan T·Jul 23, 2025How to Find the Best Theoretical Distribution for Your DataKnowing the underlying data distribution is a crucial step in data modeling, with numerous applications, including anomaly detection…A response icon1A response icon1
InData Science CollectivebyErdogan T·4d agoCan LLMs Discover Cause and Effect? A Benchmark Against Bayesian Models.LLMs may generate convincing answers, but how trustworthy are the results?A response icon1A response icon1
InData Science CollectivebyErdogan T·Jun 30Knowledge Leakage Is the New Data Leakage in LLMs.Your LLM may know more than your data. Learn how knowledge leakage can silently influence your results.A response icon7A response icon7
InData Science CollectivebyErdogan T·May 23Hyperparameter Tuning of Boosting Regression Models Without OverfittingLearn how To Master Bayesian hyperparameter optimization for boosted decision tree models such as XGBoost, CatBoost, and LightGBM while…A response icon5A response icon5
Erdogan T·May 5The Ultimate Tool for Flight Planning and Preparation Is Finally Here.Flying is one of the greatest achievements in human history. A safe journey requires a prepared pilot. However, the preparation step can be…A response icon1A response icon1
InData Science CollectivebyErdogan T·Apr 24The Next Step is Responsible AI, but How Do We Get There?Machine learning solutions take an important place in our lives. It is not only about performance anymore but also about responsibility.A response icon3A response icon3
InData Science CollectivebyErdogan T·Apr 6How to Train a Dragon: Hyperparameter Tuning for Gradient Boosting Without OverfittingWith boosted decision tree algorithms, such as XGBoost, CatBoost, and LightBoost, you may outperform other models, but overfitting is a…A response icon2A response icon2
