Ibrahim KovaninTowards Data ScienceHow to Make Artistic Images with Neural Style TransferTransferring the style of famous drawings to an image with python implementation·5 min read·Apr 22, 2022--1--1
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 network·6 min read·Apr 14, 2022--1--1
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…·8 min read·Jan 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 DNN·8 min read·Dec 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 implementation·7 min read·Nov 10, 2021--1--1
Ibrahim KovaninTowards Data SciencePreserving Geodesic Distance for Non-Linear Datasets: ISOMAPExplaining and interpretation of isometric feature mapping·7 min read·Oct 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 jams·5 min read·Oct 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 implementation·7 min read·Oct 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 implementation·7 min read·Sep 29, 2021----
Ibrahim KovaninDataDrivenInvestorMust-have Chrome Extensions to save time and increase productivityChrome extensions that make life easier and you can get for free·6 min read·Sep 23, 2021----