Data Science - With Live Case Studies

Recommendation Systems in Nutshell

Recommender Systems has been key area of application of AI systems. They act as ad-hoc systems but…

Understanding Neural Network and Back Propagation Intuition without much MATHEMATICS

Building Blocks of Data Science Part — II

This is continuation from Part — I

MEASURES OF SHAPE

Now, we have data on hand, and we have calculated the central tendency measure, we also know how each value in the data series varies from…

Building Blocks of Data Science Part — I

INTRODUCTION TO STATISTICS

Statistics is derived from Italian words ‘State’ and ‘Statista’ — which means ‘The Government’ and ‘Useful facts/information’. It is a branch of mathematics and deals with

Genetic Algorithm (GA) with R Package Rgenoud

This document will help us understand how the Genetic Algorithm works internally using the R package Rgenoud. Below you will see the internal mechanism of the algorithm, that is partially covered with simple illustration, also the simple working code…