PinnedPublished inStackademicMastering Clustering — DBSCANHow to correctly and efficiently cluster geographical data with DBSCANApr 17, 2024Apr 17, 2024
PinnedPublished inTDS ArchiveMonte Carlo Simulation — a practical guideA versatile method for parameters estimation. Exemplary implementation in Python programming language.Jan 31, 20228Jan 31, 20228
PinnedPublished inTDS ArchiveGradient Descent Algorithm — a deep diveThe Gradient Descent method lays the foundation for machine learning and deep learning techniques.May 22, 202114May 22, 202114
Published inTDS ArchiveDepth-First Search — Fundamental Graph AlgorithmPython recursive implementation of DFS algorithm with examples and step-by-step explanationsSep 26, 2024Sep 26, 2024
Is Moore’s Law Dead? Dying? Or still Alive?Looking into technical details behind Moore’s Law.Mar 5, 20241Mar 5, 20241
Published inTDS ArchiveWhen CPU is faster than GPU — typical casesHow to choose the hardware to optimize the computation for your use caseMay 21, 20231May 21, 20231
Published inTDS ArchiveLightweight Introduction to MLOpsHow and where the MLOps journey starts — basic building blocksNov 9, 20222Nov 9, 20222
Published inTDS ArchiveBackpropagation — chain rule and PyTorch in actionA simple guide from a theory to the implementation in Pytorch.Jul 6, 20222Jul 6, 20222
Published inTDS ArchiveBatch, 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