Danyel KocaFind the Optimal Stock Portfolio with a Genetic AlgorithmUsing genetic algorithm to find the best stock portfolio from SP500 ensuring higest return and lowest riskNov 27, 20221Nov 27, 20221
Danyel KocaPredicting COVID cases in Tokyo by 3 different machine learning methods with 89% accuracyPredicting COVID cases in Tokyo by 3 machine learning methods: Linear regression, multilayer perceptron, and LSTM with 89% accuracyJul 4, 2022Jul 4, 2022
Danyel KocaDetecting Moving Objects in a Video by Analyzing PixelsA rule-based model that identifies moving objects in a video by tracking colors of each pixel frame by frameApr 29, 20221Apr 29, 20221
Danyel KocaPredicting atmospheric temperature using landscape imagesUsing image convolution for regressionMar 15, 2022Mar 15, 2022
Danyel KocaPredicting house prices with machine learningFinding the most underpriced house in TokyoFeb 8, 2022Feb 8, 2022
Danyel KocainTowards Data ScienceJapanese multiclass text classification with 97% accuracy using BERTClassifying NHK (Japan Broadcasting Corporation) shows into multiple genresSep 20, 2021Sep 20, 2021