Ibrahim KovaninTowards Data ScienceHow to Make Artistic Images with Neural Style TransferTransferring the style of famous drawings to an image with python implementationApr 22, 20221Apr 22, 20221
Ibrahim KovaninTowards Data ScienceHow to Select Loss Function and Activation Function for Classification ProblemsUnderstanding how to choose activation function in the final layer and loss function for neural networkApr 14, 20221Apr 14, 20221
Ibrahim KovaninTowards Data ScienceSemantic Segmentation of Aerial Imagery captured by a Drone using Different U-Net ApproachesImplementing configured U-Net architecture from scratch in python and semantic segmentation of the aerial imagery captured by a drone using…Jan 5, 2022Jan 5, 2022
Ibrahim KovaninTowards Data ScienceForecasting the Future Power Consumption of Germany using LSTM(RNN) and DNNExploratory Data Analysis of last 5 years’ Power Consumption and Predicting the future Power Consumption using LSTM(RNN) and DNNDec 22, 2021Dec 22, 2021
Ibrahim KovaninTowards Data SciencePredicting Football Match Result using Poisson DistributionExploring Poisson distribution and predicting Galatasaray vs Fenerbahce match result using it with python implementationNov 10, 20211Nov 10, 20211
Ibrahim KovaninTowards Data SciencePreserving Geodesic Distance for Non-Linear Datasets: ISOMAPExplaining and interpretation of isometric feature mappingOct 27, 2021Oct 27, 2021
Ibrahim KovaninCantor’s ParadiseBuilding New Roads Causes Traffic Jam: Braess’s ParadoxThe mathematical proof in the light of behavioral science that building new roads is not a solution to traffic jamsOct 18, 2021Oct 18, 2021
Ibrahim KovaninTowards Data ScienceMultidimensional Scaling (MDS) for Dimensionality Reduction and Data VisualizationExplaining and reproducing Multidimensional Scaling (MDS) using different distance approaches with python implementationOct 15, 2021Oct 15, 2021
Ibrahim KovaninTowards Data ScienceConfigure a CNN Model using Traditional Machine Learning AlgorithmsApplying Ensemble Learning Algorithms to the image dataset that are features extracted by Convolutional Layers with a python implementationSep 29, 2021Sep 29, 2021
Ibrahim KovaninDataDrivenInvestorMust-have Chrome Extensions to save time and increase productivityChrome extensions that make life easier and you can get for freeSep 23, 2021Sep 23, 2021
