Haydar ÖzlerinDataDrivenInvestorScrum in Data Science ProjectsIn the article below you will read about how to create product backlog items for a data science project. The article goes through an…8 min read·Nov 2, 2020--1--1
Haydar ÖzlerinTowards Data ScienceRecipe for a Data Science ProjectIs a data science project a piece of cake? Check out my full 6 steps instruction how to handle it.5 min read·Mar 21, 2020--1--1
Haydar ÖzlerinTowards Data ScienceHow to Run Scrum in Data Science TeamsHands-on experience tips on team structure, skills, cross functionality, product backlog items, sprint lengths, difficulties and benefits…7 min read·Jul 28, 2019--1--1
Haydar ÖzlerinTowards Data ScienceA Little spaCy Food for Thought: Easy to use NLP FrameworkIn the article below you will read how to start working with spaCy in a quick and easy way. It is especially useful for beginner…5 min read·May 16, 2019----
Haydar ÖzlerA Dead Duck of Dimensionality ReductionIn the article below you will learn the tricky part of dimensional reduction and how removing “unnecessary” features can get you out of a…4 min read·Mar 18, 2019----
Haydar ÖzlerinDataDrivenInvestorAccuracy Trap! Pay Attention to Recall, Precision, F-Score, AUCThe article contains examples to explain accuracy, recall, precision, f-score, AUC concepts.6 min read·Feb 25, 2019--7--7
Haydar ÖzlerinDataDrivenInvestorDecision Tree Adventures 2 — Explanation of Decision Tree Classifier ParametersAbstract19 min read·Jan 9, 2019--3--3
Haydar ÖzlerDecision Tree Adventures 1 — Simplest CaseIt is the first notebook of a series about decision trees.7 min read·Dec 27, 2018----
Haydar ÖzlerAnother Explanation for the Structure of Simple Recurrent Neural Networks (RNN)There are lots of explanations about the RNN structure on the net but I haven’t understood it clearly till I create a model and see how it…4 min read·Dec 13, 2018----
Haydar ÖzlerTime Series Forecasting with Recurrent Neural Network (RNN)by Haydar Özler and Tankut Tekeli5 min read·Nov 29, 2018----