Published inAnalytics VidhyaNaive-Bayes for mixed typed data in scikit-learnIf we look at the Naive Bayes (NB) implementations in scikit-learn we will be able to see quite a variety of NBs. To name a few …Jan 15, 20211Jan 15, 20211
Published inAnalytics VidhyaKilling an ant with a sword #1I am going to play/practice with keras and neural network in this series of posts. We will make a model emulate some commonly used…Jun 2, 2020Jun 2, 2020
Published inAnalytics VidhyaNotes on Sensitivity, Specificity, Precision,Recall and F1 score.Sensitivity of a classifier is the ratio between how much were correctly identified as positive to how much were actually positive.Nov 13, 20191Nov 13, 20191
Published inAnalytics VidhyaMethods to reduce RAM consumption while using Pandas, PyArrow and Scikit-learn in Machine learning.Configure an arbitrary limit to the number of records used While using PyArrow for converting parquet files to data frames, We may be…Aug 8, 2019Aug 8, 2019
Unpacking Machine learning for beginnersThis is part of a series of articles intended for people who want to know what exactly happens behind the scene in the world of Machine…Apr 25, 2019Apr 25, 2019
