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…Nov 2, 20201Nov 2, 20201
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.Mar 21, 20201Mar 21, 20201
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…Jul 28, 20191Jul 28, 20191
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…May 16, 2019May 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…Mar 18, 2019Mar 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.Feb 25, 20197Feb 25, 20197
Haydar ÖzlerinDataDrivenInvestorDecision Tree Adventures 2 — Explanation of Decision Tree Classifier ParametersAbstractJan 9, 20193Jan 9, 20193
Haydar ÖzlerDecision Tree Adventures 1 — Simplest CaseIt is the first notebook of a series about decision trees.Dec 27, 2018Dec 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…Dec 13, 2018Dec 13, 2018
Haydar ÖzlerTime Series Forecasting with Recurrent Neural Network (RNN)by Haydar Özler and Tankut TekeliNov 29, 2018Nov 29, 2018