PinnedPublished inStackademicMastering Clustering — DBSCANHow to correctly and efficiently cluster geographical data with DBSCANApr 17Apr 17
PinnedPublished inTowards Data ScienceMonte Carlo Simulation — a practical guideA versatile method for parameters estimation. Exemplary implementation in Python programming language.Jan 31, 20227Jan 31, 20227
PinnedPublished inTowards Data ScienceGradient Descent Algorithm — a deep diveThe Gradient Descent method lays the foundation for machine learning and deep learning techniques.May 22, 202114May 22, 202114
Published inTowards Data ScienceDepth-First Search — Fundamental Graph AlgorithmPython recursive implementation of DFS algorithm with examples and step-by-step explanationsSep 26Sep 26
Is Moore’s Law Dead? Dying? Or still Alive?Looking into technical details behind Moore’s Law.Mar 51Mar 51
Published inTowards Data ScienceWhen CPU is faster than GPU — typical casesHow to choose the hardware to optimize the computation for your use caseMay 21, 20231May 21, 20231
Published inTowards Data ScienceLightweight Introduction to MLOpsHow and where the MLOps journey starts — basic building blocksNov 9, 20222Nov 9, 20222
Published inTowards Data ScienceBackpropagation — chain rule and PyTorch in actionA simple guide from a theory to the implementation in Pytorch.Jul 6, 20222Jul 6, 20222
Published inTowards Data ScienceBatch, Mini-Batch and Stochastic Gradient Descent for Linear RegressionImplementation and comparison of three basic Gradient Descent variantsJun 15, 2021Jun 15, 2021
Published inThe StartupShort Introduction to the Internet of Things (IoT)Smart homes and cities, Industry 4.0, drones and moreJul 31, 20201Jul 31, 20201