Lokesh RathiMachine Learning using PySparkData Scientists love working with PySpark as it helps streamline the overall process of deploying production-grade machine learning models…Apr 6, 20231Apr 6, 20231
Lokesh RathiBias — Variance Trade Off!Supervised Machine Learning can best be understood through the lens of bias-variance trade off.Aug 21, 2022Aug 21, 2022
Lokesh RathiPrecision And Recall — Explained!When using a Classification model, we need to use metrics to check how well is our Model performing.Aug 12, 2022Aug 12, 2022
Lokesh RathiNLP: “Attention is all you Need!” — ExplainedIn the world were processing objects, classifying and predicting in images, Natural Language Programming was far behind. There are…May 30, 2022May 30, 2022
Lokesh RathiSpeed UP Your Pandas Computation 10X — Read Files Faster!Stuck while your millions of Data records are read by Pandas?Mar 7, 2021Mar 7, 2021
Lokesh RathiInterpreting an OLS model Summary!Linear Regression is probably the first model you might have build either on Boston House dataset or Salary Prediction.Oct 12, 2020Oct 12, 2020
Lokesh Rathi2 Major Concepts On Linear Algebra -SHOULD KNOW!Linear Algebra comes as a prerequisite for Data Science, so in this article we will study and understand few really important topics in…Aug 19, 2020Aug 19, 2020
Lokesh RathiThat 1 Question on t-test!Ever been stuck with the t-test/t-value problem statement during your Interview?Aug 4, 2020Aug 4, 2020
Lokesh RathiTop 10 Statistics Concepts to know prior to any Data Science Interview!The field of statistics is the science of learning from data. Statistical knowledge helps you use the proper methods to collect the data…Jul 22, 2020Jul 22, 2020