Idit CohenTime Series: IntroductionA starting point for time-series data analysisMay 2, 2022May 2, 2022
Idit CoheninTowards Data ScienceExplainable AI (XAI) with SHAP -Multi-class classification problemPractical guide for XAI analysis with SHAP for a Multi-class classification problemJul 12, 20217Jul 12, 20217
Idit CoheninTowards Data ScienceExplainable AI (XAI) with SHAP - regression problemMay 23, 20212May 23, 20212
Idit CoheninTowards Data ScienceExplainable AI (XAI) with a Decision TreeAI, Learning models become more and more complex over time and it becomes difficult to analyze them intuitively. It is often heard that…Apr 18, 20211Apr 18, 20211
Idit CoheninTowards Data ScienceFeature selection evaluation for automated AIFeature selection algorithms look to effectively and efficiently find an optimal subset of relevant features in the data. This…Nov 3, 2019Nov 3, 2019
Idit CoheninTowards Data ScienceOptimizing Feature generationFeature generation is the process of creating new features from one or multiple existing features, potentially for using in statistical…Oct 31, 20191Oct 31, 20191
Idit CoheninTowards Data ScienceSystem availability formula — assumptions to rememberThe above formula is the most commonly used expression to describe and calculate system availability. The main advantage the formula is…Sep 22, 2019Sep 22, 2019
Idit CoheninThe StartupStationarity test for time seriesUsing non-stationary time series data in forecasting models produces unreliable and spurious results that leads to poor understanding and…Jun 19, 2019Jun 19, 2019