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…9 min read·Nov 25, 2023--4--4
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…10 min read·Oct 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?8 min read·Feb 15, 2022--1--1
PinnedPriyansh SoniA One Stop for Support Vector MachineSupport Vectors? Machine? And, why isn’t Oswald Mosely dead?10 min read·Feb 25, 2022----
PinnedPriyansh SoniOne Stop for KNNNearest Neighbors? How near are these neighbors? Well, I hope they don’t bite!9 min read·Feb 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…4 min read·Jun 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)5 min read·May 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…10 min read·May 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.5 min read·Mar 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.2 min read·Feb 28, 2022----
