Today, there are many types of testing methods in the software development lifecycle, each having advantages and disadvantages in terms of efficiency, time-saving, cost, reliability, usability, and so on. In general, we can categorize software testing methods under four main headings: functional testing, non-functional testing, manual testing, and automated testing. …

In this article, I will cover the evaluation metrics of unsupervised learning including twin-sample validation for comparing the performance of built unsupervised machine learning model. Definition of Unsupervised Learning We can categorize machine learning problems under three main topics as supervised learning, unsupervised learning, and semi-supervised learning from a general perspective. Unsupervised learning is…

0. Introduction Hi everyone, the third project of Data Science Bootcamp in partnership with Istanbul Data Science Academy and Hepsiburada has been completed with presentations and so far it’s been a very instructive experience. …

0. Introduction Hi everyone, the second project of Data Science Bootcamp in partnership with Istanbul Data Science Academy and Hepsiburada has been completed with presentations and so far it’s been a very instructive experience. …

0. Introduction A version is a particular form of something that differs in certain respects from an earlier form or other forms of the same kind. In the dev world, on the other hand, it refers to versions related to resources such as software or data. If there is a change in…

In today’s world, the software we use receives regular updates for new developments or improvements. Therefore, software testing has a very important role in the software development lifecycle.

0. Introduction Hi everyone, the first project of Data Science Bootcamp in partnership with Istanbul Data Science Academy and Hepsiburada has completed with presentations 2 weeks ago, and so far it’s been a very instructive experience. …

Hi everyone, In this article, I want to show you how to deploy an example Streamlit application with Heroku, a platform as a service (PaaS) allowing you to run applications written in multiple different programming languages — including Python and Ruby — on the cloud. Streamlit is an open-source Python…

Herkese merhaba , bu yazımda sizlere veri bilimi ve makine öğrenmesi alanında sıkça duyduğumuz bir kavram olan sınıflandırma (classification) nın aslında ne olduğunu kendi söylemlerim ve görsel olarak destekleyerek basitçe anlatmaya çalışacağım.Keyifli okumalar dilerim. Öncelikle sınıflandırma kelimesini ilk duyduğumuzda sezgisel olarak aklımıza ne geldiği hakkında konuşarak başlayalım.Herhalde bir çoğumuz sınıf…