Ayobami AkiodeinDataDrivenInvestor7 criteria that must be met before using a linear regression model (LRM) for predictionIn this article, we would look at the seven criteria that must be met before using Multiple Linear Regression to model a prediction. So…25 min read·Mar 31, 2023----
Ayobami AkiodeinDataDrivenInvestor23 practical and useful tips to creating compelling data visualizationData is a tool; how you use it, is the art8 min read·Sep 6, 2021----
Ayobami AkiodeinAnalytics VidhyaUsing Visualization Algorithms (VAT & iVAT) To Assess Cluster TendencyBe ‘Visibly' sure there are clusters in that dataset before profiling what the main themes are.8 min read·May 17, 2021----
Ayobami AkiodeinGeek CultureVisualization Only! Not Enough. How to Carry Out Bivariate Statistical Test in PythonTest the predictor feature statistically at bivariate, before including it in the model31 min read·Mar 18, 2021----
Ayobami AkiodeinAnalytics VidhyaVisualization not enough to assess relationship between 2 variables; Combine with Statistical testVisualization is never enough to conclude that a relationship exists between two Variables. It is best to confirm it Statistically.11 min read·Feb 10, 2021----
Ayobami AkiodeinThe Startup4 Things to Do to Succeed as a Data Manager (Not Scientist) Consultant in an Unfamiliar DomainStarting out in an unfamiliar domain/field should be easy4 min read·Jan 10, 2021----
Ayobami AkiodeinDataDrivenInvestorJane! Your machine learning prediction has ruined meData Quality over everything. Else you lose everything !6 min read·Jul 10, 2020----
Ayobami AkiodeinAnalytics VidhyaHow to carry out k-fold cross-validation on an imbalanced classification problemAn imbalance classification has its OWN rules. Know them, else you violate their rights.7 min read·Jul 10, 2020--2--2
Ayobami AkiodeinAnalytics VidhyaBasic example of a machine learning model prediction: Predicting modern contraceptive use in rural…In this article, we will use the real world example data of the demographic and health survey for Nigeria to develop a machine learning…18 min read·Jun 25, 2020----
