Jan 6, 2021Best Books For Data ScienceWish you all a very happy and prosperous new year 2021. Many of you must be having question in your mind about best books to learn Data Science. Here is the list of books extremely useful for data science from various subject areas such as Mathematics and Statistics, Programming, Python…Data Science Training2 min read

Jul 19, 2019Dummy variable trapImage source — tractorsupply.com Hello, machine learning enthusiasts!!!! A warm welcome to my new story where I have tried to explain dummy variables — what and why along with an important concept known as dummy variable trap. Lets try understanding the concept of dummy variables first. The problem: Any real world data…Data Science4 min read

May 28, 2019Decoding R squared— back to basicsImage source — shuttershock.com Quite often I have seen data scientists with decent amount of experience struggling to explain “R squared for regression model”.The idea of writing this story came out from one of these experience recently. …Data Science4 min read

Published in Towards Data Science·Apr 16, 2019Anatomy of data science interviewHaving close to a decade of experience in data science industry, I have been playing roles on both sides of the interview table quite often. …Data Science10 min read

Mar 26, 2019How to become a data scientist?How to become a data scientist? Google search engine processes close to 3 and half billion searches every day. My italic bold sentence written above is one of the significant contributors of this number without any doubt…:) Data science being fancy word in market, all of us are obviously interested…Data Science5 min read

Published in Towards Data Science·Mar 18, 20195 prerequisites for data science.5 points worth evaluating to become a data scientist. Data science — the buzz word in market!! isn't it? Sexiest job of the time, 29% increase in demand year over year and a 344% increase since 2013, easy to get a good salary hike…. etc. etc. etc. :) Lucrative enough…Data Science5 min read