Sumaya BaiDaily SQL Drills: Functions that power up your queries!SQL is the bread and butter of querying databases to get insightful answers for any business questions. Whether you are an experienced data…Sep 5Sep 5
Sumaya BaiAll about statistics for Data Science(part1)How much statistics is too much statistics? Well, this post will give you an exact answer for the above question. Through this post I will…Mar 8, 2022Mar 8, 2022
Sumaya BaiPrincipal Component Analysis Simplified.. !Through this story, I would like to explore what is probably one of the important algorithms of Unsupervised Learning which is Principal…Sep 17, 2021Sep 17, 2021
Sumaya BaiinAlmaBetterUnderstanding Hyperparameter Tuning.Thanks to Machine Learning for solving out the world’s complicated problems. One of the core part of Machine Learning is finidng the right…Aug 25, 2021Aug 25, 2021
Sumaya BaiLinear Regression implementation from scratch using Python.Scikit-Learn library is a pure bliss when it comes to implementing any algorithm to train a machine learning model. It is a very advanced…Aug 25, 20211Aug 25, 20211
Sumaya BaiinAlmaBetterWhat’s so naive ‘bout Naive Bayes Classifier?Naive, Yet it is one of the very simple yet powerful and easy to implement algorithm used in Supervised learning mainly for classification…Aug 23, 2021Aug 23, 2021
