Samson AfolabiExploring the Sklearn.Multioutput ClassBuilding Multi-target Machine Learning Models.3 min read·Jul 28, 2023--1--1
Samson AfolabiBuilding Your Own Categorical EncodersUsing the Mean, Median and Mode Categorical Encoders.2 min read·Apr 11, 2023----
Samson AfolabiinTowards Data ScienceUnsupervised Learning: Building Score Metrics for Cluster PointsMeasuring differences within similar cluster points2 min read·Sep 8, 2022----
Samson AfolabiBuilding Customer Clusters Using Unsupervised Machine LearningApplying Unsupervised Machine Learning in Business6 min read·Apr 13, 2022----
Samson AfolabiinTowards Data ScienceHere’s what I’ve learnt about sklearn.resampleExplaining Upsampling, Downsampling and some mistakes to avoid when using them.4 min read·Jun 1, 2021--1--1
Samson AfolabiinTowards Data ScienceEnsemble Methods: Comparing Scikit Learn’s Voting Classifier to The Stacking ClassifierUsing the Titanic Dataset to compare scikit learn’s voting classifier and the stacking classifier.4 min read·Jul 2, 2020----
Samson AfolabiinBecoming Human: Artificial Intelligence MagazineHow Important is Self Learning in Data Science?Self learning is a process by which individuals take the initiative, with or without the assistance of others, in diagnosing their…4 min read·May 8, 2020--1--1
Samson AfolabiImage Classification Using the Variational AutoencoderConventional Image identification using Neural Networks requires Image Labeling. Image Labeling can be a tedious, or more so expensive,5 min read·Jan 2, 2020----
Samson AfolabiUsing NLP to determine the Sentiments of tweets.Everyone talks about Lagos being the city where dreams are fulfilled and all aspirations are graciously met. This thoughts have brought…4 min read·Nov 5, 2019----