Hakan AteşliinHepsiburada Data Science and AnalyticsExplainable AI With SHAPFrom Complexity to Clarity: Exploring AI Transparency with SHAP13 min read·Dec 22, 2023--1--1
Hakan AteşliinHepsiburada Data Science and AnalyticsOptimizing Data Science Workflows with MLflow: Exploring Use Cases and Best Practices — Part 2MLflow Model Registry for Auto Re-training in Production7 min read·Jul 7, 2023----
Hakan AteşliinHepsiburada Data Science and AnalyticsOptimizing Data Science Workflows with MLflow: Exploring Use Cases and Best Practices — Part 1MLflow Tracking for Model Selection and Hyperparameter Tuning8 min read·Jun 21, 2023----
Hakan AteşliThe Monty Hall ProblemMany people have heard of the Monty Hall Problem, either from personal experience or from the famous scene in the movie “21” (Blackjack)…4 min read·May 23, 2023----
Hakan AteşliinAnalytics VidhyaCustomer Segmentation for Financial ServicesThis is a blog post for a technical audience summarising my work on the final capstone project of the Udacity’s Data Scientist Nanodegree.10 min read·Aug 30, 2021----
Hakan AteşliWhat does a Heart Attack depend on?As many of you know, Danish player Eriksen suffered a heart attack in the 45th minute of the match between Denmark and Finland in the…3 min read·Jun 16, 2021----
Hakan AteşliRBM Öneri Sistemleri(Bölüm 1)Merhabalar, Bu yazıda bitirme çalışması için geliştirdiğimiz uygulamada kullandığım RBM Öneri Sistemlerinden bahsedicem. Yapmış olduğum…4 min read·Jun 12, 2021----
Hakan AteşliKronecker Product(Kronecker Çarpımı)Not: Kendime çalışma notudur.3 min read·Mar 7, 2021----