Gurupratap S MatharuProbability for Machine LearningEven though it tells us about chances and likeliness it is based on pure mathematical rules and if understood well we can unlock a wealth…Dec 16, 2019Dec 16, 2019
Gurupratap S MatharuCross Validation in Machine LearningWhen prototyping an ML model or developing a Proof Of Concept (PoC) data scientist and ML engineers need to take several things into…Dec 15, 2019Dec 15, 2019
Gurupratap S MatharuDocker for people in a hurry!Docker is a tool that allows you to run virtual environments called containers on your host machine.Mar 3, 2019Mar 3, 2019
Gurupratap S MatharuWhat is data mining?Data mining is the technique of examining a large data structure to find patterns, trends, hidden insights which would otherwise would not…Mar 2, 2019Mar 2, 2019
Gurupratap S MatharuBig-O notation in 5 mins!To understand Big-Oh, let’s revise some fundamentals so that we build a strong foundation.Mar 2, 2019Mar 2, 2019
Gurupratap S MatharuLearn Dynamic Programming in 5 mins.It is a style of programming in which we store intermediate results so that they are not re-computed again and again saving a lot of time!Mar 2, 2019Mar 2, 2019
Gurupratap S MatharuData Science for people in a hurryA field of computer science that applies tools of mathematics, statistics, machine learning and data analysis toMar 2, 2019Mar 2, 2019
Gurupratap S MatharuObject Oriented Programming project in python for your github portfolioI recently developed a Bike Rental System in Python using Object Oriented Programming (OOP) and would like to share my thoughts with…Mar 2, 20192Mar 2, 20192
Gurupratap S MatharuLearn to do Image Classification using Stochastic Gradient Descent and Random Forest ClassifierIntroductionMar 2, 20191Mar 2, 20191
