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Convolutional neural network for facial emotion recognition with geometrical features of face
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2021)
One of the recent challenging machine learning problems is to make predictions on image datasets. The aim of the project is to construct a convolutional neural network to guess emotions for a face of a human given in an ...
Search engine optimization tool with Web crawler, page density checker, search density checker, and similar page checker
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2021)
For this project, I built an SEO tool. I am working in digital marketing, and we are using various tools, and services frequently. But due to budget constraints or a variety of tools, we cannot reach each tool all the time. ...
Customer clustring with machine learning
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2021)
When analyzing a company that sells in very different product ranges, you are likely to encounter different types of customers. Grouping customers correctly can set standard actions while serving them. Standardization of ...
Calculation of the capacity of a retail clothing store
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2021)
The purpose of this study is to define and improve the capacity calculation for
clothing store companies. It is important to know how many products need to be sent to the relevant store in order to sell more products, ...
Credit risk estimation with machine learning and artifical neural networks algorithms
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2021)
Credit risk assessment is very important for financial institutions today. The probability that a financial institution customer will not be able to repay the credits used is called credit risk. Financial institutions ...
Location and cluster based sales channel potential analysis in retail
(MEF Üniversitesi Fen Bilimleri Enstitüsü, 2021)
This analysis project was conducted on the need to obtain new analysis and inferences for the existing traditional sales channels of company, which wants to progress in line with its omni-channel goals. In order to reach ...