Data science is a field which has no ends. It doesn’t matter how much you will read it will always be less. One interviewer told me that you use only 5% of knowledge what you learn in data science. Its actually true. Although the type of questions changes according to the job profiles. I will … More Data Science Interview Questions – Part 1
This post is in continuation of A Data Science project series. In this post, We will use ANOVA test whenever we need to check if two or more groups are different from each other or not. i.e. let’s say there are four races in a school – White, Hispanic, Black and Indian. Now school management … More A Data Science Project- Part 3: Hypothesis testing and ANOVA
I hope you have gone through part1 and part2, Today I will tell you not only how to explore data through visualization but also the most important part how to interpret them. Don’t miss reading summary in the end of every post. we will create bar chart, histograms, scatter-plot, box-plots etc. We will also check … More A Data Science Project- Part 2: Making Sense of Data
In the previous article (https://d4datascience.wordpress.com/2016/11/10/a-data-science-project-part-1/), we have done basic data analysis like calculating means, frequency tables, summary etc. Now we will derive new variables. Why? Derived variables will help to understand more about them. For example, We have derived variable ip(derived from incomeperperson variable) which will help us to understand how many people fall in lower … More A Data Science Project- Part 1(b)
In the earlier post, we have discussed our hypothesis and different variables impacting life expectancy. In this post, we will start digging into data. I suggest you go through codebook(check the earlier post). It is important to understand variables first before doing any analysis. I have chosen SAS as data analysis language, but you are … More A Data Science Project- Part 1(a)
Hi, future data science buddies! I have been asked many times how can I become data scientist or what should I do to become a data scientist. Here I have written about some technical skills that are required to be a data scientist. https://d4datascience.wordpress.com/2016/02/13/how-to-make-career-into-data-science/ But above article was lacking one thing, and Monica Rogati has … More A Data Science Project-Introduction: How can we have better life expectancy!
Hello, Guys!! Recently I have been asked by many people that what they should do to make a career in data science field. The first requisite is that you should have the fire in your belly to make into this field. Believe me, there is no dearth of jobs.There are jobs out there you should … More How to make career into Data Science