PinnedRobert KwiatkowskiinStackademicMastering Clustering — DBSCANHow to correctly and efficiently cluster geographical data with DBSCAN7 min read·Apr 17, 2024----
PinnedRobert KwiatkowskiinTowards Data ScienceMonte Carlo Simulation — a practical guideA versatile method for parameters estimation. Exemplary implementation in Python programming language.7 min read·Jan 31, 2022--7--7
PinnedRobert KwiatkowskiinTowards Data ScienceGradient Descent Algorithm — a deep diveThe Gradient Descent method lays the foundation for machine learning and deep learning techniques.8 min read·May 22, 2021--12--12
Robert KwiatkowskiIs Moore’s Law Dead? Dying? Or still Alive?Looking into technical details behind Moore’s Law.6 min read·Mar 5, 2024----
Robert KwiatkowskiinTowards Data ScienceWhen CPU is faster than GPU — typical casesHow to choose the hardware to optimize the computation for your use case6 min read·May 21, 2023----
Robert KwiatkowskiinTowards Data ScienceLightweight Introduction to MLOpsHow and where the MLOps journey starts — basic building blocks7 min read·Nov 9, 2022--2--2
Robert KwiatkowskiinTowards Data ScienceBackpropagation — chain rule and PyTorch in actionA simple guide from a theory to the implementation in Pytorch.5 min read·Jul 6, 2022--2--2
Robert KwiatkowskiinTowards Data ScienceBatch, Mini-Batch and Stochastic Gradient Descent for Linear RegressionImplementation and comparison of three basic Gradient Descent variants8 min read·Jun 15, 2021----
Robert KwiatkowskiinThe StartupShort Introduction to the Internet of Things (IoT)Smart homes and cities, Industry 4.0, drones and more6 min read·Jul 31, 2020--1--1
Robert KwiatkowskiinTowards Data ScienceOptimizing Number of your Job Interviews with Binomial Distribution and PythonLearn how to maximize the chances of getting a work offer by optimizing the number of interviews per month using a statistical approach…6 min read·Apr 27, 2020----