PinnedAbhishek MungoliinTowards Data ScienceIdentify your Data’s DistributionIs your Distribution’s assumption correct? Let’s find it out.·8 min read·Apr 7, 2020--15--15
Abhishek MungoliinThe Algorithmic MindsMaster the Art of Model Compression with Knowledge DistillationFuture of Model Deployment·2 min read·Sep 9, 2023----
Abhishek MungoliinMeesho TechMastering the Subtle Art of Backtesting and improving Machine Learning ModelsHere’s how we refined and reworked our Machine Learning models through time to avoid common pitfalls.·5 min read·Aug 29, 2022----
Abhishek MungoliinMeesho TechHow We Calculate Reliable Statistical RatiosUsing the Bayesian technique to better evaluate products for multiple tasks.·9 min read·Jul 8, 2022--1--1
Abhishek MungoliinGeek CultureThe Concerning Trends of Data ScienceWhy you should not aspire to be a Data Scientist·4 min read·Apr 3, 2022----
Abhishek MungoliinGeek CultureKnowing your Data’s TypeVariable Types in Statistics·4 min read·Nov 13, 2021----
Abhishek MungoliinTowards Data ScienceIdentifying the Right Classification Metric for Your TaskGuide for choosing the classification metric for a business problem·9 min read·Nov 9, 2021----
Abhishek MungoliinTowards Data ScienceA Handbook for Logistic RegressionA cheat sheet for all the nitty-gritty details around Logistic Regression·7 min read·Oct 28, 2021----
Abhishek MungoliinGeek CultureA Complete Guide to Linear RegressionCovering all the fundamentals of Linear Regression·14 min read·Oct 8, 2021----
Abhishek MungoliinWalmart Global Tech BlogPriority-Based Connected ComponentsRefined Connected Components with Edge Priority and Size Limit7 min read·Sep 29, 2021----