PinnedPriyansh SoniinTowards AIMastering Recommendation Engines with Neural Collaborative FilteringThis article is your go-to manual for crafting a recommendation engine with Neural Collaborative Filtering (NCF). All the way from basics…Nov 25, 20234Nov 25, 20234
PinnedPriyansh SoniinTowards AIThe Power of Click Probability PredictionCPP — the engine that fuels the algorithms behind modern recommendation systems, online advertisers and much more. This is a one stop for…Oct 11, 2023Oct 11, 2023
PinnedPriyansh SoniinTowards AIOne Stop For Logistic RegressionLogistic Regression? Why is it called Regression? Is it linear? Why is it so popular? And what the hell is log odds?Feb 15, 20221Feb 15, 20221
PinnedPriyansh SoniA One Stop for Support Vector MachineSupport Vectors? Machine? And, why isn’t Oswald Mosely dead?Feb 25, 2022Feb 25, 2022
PinnedPriyansh SoniOne Stop for KNNNearest Neighbors? How near are these neighbors? Well, I hope they don’t bite!Feb 17, 2022Feb 17, 2022
Priyansh SoniKNN from scratch — Easy PeasyThis article will walk you through the working of KNN with ease in absolute python. Absolute python is a nice way of saying that I just…Jun 8, 2022Jun 8, 2022
Priyansh SoniA Stacked Ensemble Technique for DFU detectionA detailed overview for developing a stacked ensemble model for the early detection of Diabetic Foot Ulcers(DFU)May 18, 2022May 18, 2022
Priyansh SoniinTowards AIOne Stop for K-Means ClusteringHow to cluster similar data points such that it makes sense? Well, K-Means is one of the answers. This article wraps up pretty much…May 16, 2022May 16, 2022
Priyansh SoniOne Stop for Naive BayesWhat is the probability that this algorithm will HAPPEN, given that we HAVE some dataset? And, this is what Naive Bayes is in nutshell.Mar 29, 2022Mar 29, 2022
Priyansh SoniSupport Vector Machine — The MathThis article provides the detailed math, that runs behind the SVM algorithm. Well, it’s not that detailed, but more like fun to go through.Feb 28, 2022Feb 28, 2022