Overview IBM has open sourced a toolkit to deal with bias in datasets and algorithms The toolkit contains 30 fairness metrics and 9 state-of-the-art …
Overview Explanation of tree based algorithms from scratch in R and python Learn machine learning concepts like decision trees, random forest, boosting, bagging, ensemble …
Has your model ever failed on out of time validation because of seasonality? If yes, then you need to know that one of the …
A few days back, one of my friend was building a model to predict propensity of conversion of leads procured through an Online Sales …
Quite often I come across situations where people end up making wrong inferences based on half baked analysis. Or when people force fit data …
