Posts by Erdogan Taskesen

[ad_1] The question is not anymore whether we can solve the problem with AI but to what extent it returns sustainable and reliable results. Good craftsmanship, governance, ethics, and education…

[ad_1] Detecting multicollinearity in data sets is an important step but also challenging. I will demonstrate how to detect variables with similar behavior in mixed data sets and how to…

[ad_1] Peak Detection is a challenging step in many applications. Read and learn how to accurately detect peaks and valleys in 1D vectors and 2D arrays (images).Photo by Willian Justen…

[ad_1] Thanks to PCA’s sensitivity, it can be used to detect outliers in multivariate datasets.Photo by Andrew Ridley on UnsplashPrincipal Component Analysis (PCA) is a widely used technique for dimensionality…

[ad_1] Learn how to detect outliers using Probability Density Functions for fast and lightweight models and explainable results.Photo by Randy Fath on UnsplashAnomaly or novelty detection is applicable in a…