VSB Power Line Fault DetectionThis blog post aims to provide one of the approaches used to solve the Kaggle problem of detecting the Partial Discharge (PD) pattern in…Mar 1, 20211Mar 1, 20211
Published inTowards Data ScienceDropout IntuitionThis article aims to provide a very brief introduction to the basic intuition behind Dropouts in Neural Network.Jan 18, 2020Jan 18, 2020
Published inAnalytics VidhyaMatrix Factorization for Word VectorsThis article aims to provide a brief introduction as to how Matrix Factorization techniques can be used to create word vectors for a given…Dec 28, 2019Dec 28, 2019
Published inThe StartupCo-occurrence MatrixThis article attempts to provide a brief introduction to the co-occurrence matrix and its implementation in python.Dec 16, 20192Dec 16, 20192
Published inAnalytics VidhyaMatrix Factorization — Deep DiveThis article is the continuation of Matrix Factorization for Collaborative Filtering.Dec 11, 2019Dec 11, 2019
Published inAnalytics VidhyaMatrix Factorization for Collaborative FilteringIn this blog post, we try to understand the basic intuition behind the use of Matrix Factorization for Collaborative Filtering in the…Nov 28, 2019Nov 28, 2019
Published inAnalytics VidhyaClustering as Matrix FactorizationThis blog post tries to give a brief introduction as to how Matrix Factorization is used in K-means clustering to cluster similar data…Nov 19, 2019Nov 19, 2019
