PinnedBrian Mwangi.inTowards Data ScienceAnalysis of Teen Pregnancy in Kenya Using R ShinyThe article provides actionable insights on the teen pregnancy trends in Kenya from 2016 to June of 2020.Nov 21, 2020Nov 21, 2020
Brian Mwangi.inHeartbeatImproving the performance and speed of Deep Learning Pipelines in TensorFlowOptimization related to data preparation, reading, and augmentationMar 30, 2022Mar 30, 2022
Brian Mwangi.inHeartbeatImage Transformations Using OpenCV in PythonA guide to using CV2 techniques to cartoonify imagesDec 14, 2021Dec 14, 2021
Brian Mwangi.inHeartbeatExploring the English Premier League 2020–21 SeasonAn in-depth guide for Exploratory Data Analysis with Comet, using the English Premier League 2020–21 sample dataset.Oct 6, 2021Oct 6, 2021
Brian Mwangi.inHeartbeatUnderstanding Tree-Based Machine Learning MethodsA detailed survey of tree-based machine learning methodsApr 10, 2020Apr 10, 2020
Brian Mwangi.inTowards Data ScienceAnalysis of the Kenya 2019 Census using R Shiny.The first post-independence census was undertaken in 1969 where 10.9 million Kenyans were enumerated. Since then, the country has conductedFeb 13, 20201Feb 13, 20201
Brian Mwangi.inHeartbeatA guide to the top machine learning algorithmsAn overview of the most commonly-used algorithms for MLFeb 12, 20201Feb 12, 20201
Brian Mwangi.inHeartbeatA 2019 Beginner’s Guide to Deep Learning: Part 1Definitions, tasks, common neural network architectures, and moreNov 22, 2019Nov 22, 2019
Brian Mwangi.inHeartbeatA Research Guide to Convolutional Neural NetworksExamining the advancements of CNN architectures over the past few yearsOct 14, 2019Oct 14, 2019
Brian Mwangi.inTowards Data ScienceUsing Rtweet R package to analyze the plight of Kenyans with the Kenya Power & Lighting…Introduction.Aug 6, 20191Aug 6, 20191
