Published inTowards Data SciencePython applied to project evaluations: from data upload to analysisPython snippets to exemplify key analytical steps and replicable code when analysing evaluation evidence from baseline to endlineMar 28, 2021Mar 28, 2021
Published inTowards Data ScienceStylistic differences between R and Python in modelling data through regression analysisHow to use R and Python to model data over various regression analysis to produce predictions based on different types of target variablesApr 6, 2020Apr 6, 2020
Published inTowards Data ScienceStylistic differences between R and Python in modelling data through neural networksHow to use R and Python to model neural network pathways to generate predictions for a set of predictors and target variablesMar 29, 2020Mar 29, 2020
Published inTowards Data ScienceStylistic differences between R and Python in modelling data through the Naïve Bayes classifierThe Bayes theorem describes the probability of an event, based on prior knowledge of conditions that might be related to the event.Mar 22, 2020Mar 22, 2020
Published inLevel Up CodingStylistic differences between R and Python in modelling data through decision treesAfter setting up a dataframe and the identification of key relationships, the next critical step is data modelling for classificationMar 20, 2020Mar 20, 2020
Published inLevel Up CodingStylistic differences between R and Python in setting up the dataframe pre-modellingSetting up the dataframe correctly before modelling data is critical to ensure accurate estimations and predictionsMar 16, 2020Mar 16, 2020
Published inAnalytics VidhyaStylistic differences between R and Python for exploratory data analysisExploring relationships between variables helps in setting up a dataframe in a way to implement exciting modelling solutionsMar 11, 2020Mar 11, 2020
Published inThe StartupStylistic differences between R and Python for data preparationPreparing a dataframe is the first step towards the implementation of a data science solutionMar 9, 2020Mar 9, 2020
Published inAnalytics VidhyaVisual outputs in R- one example with categorical variablesExploring visual outputs in R to represent multiple layers of informationFeb 29, 2020Feb 29, 2020