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I have completed data science in R, currently seeking a job. But unable to explain the project in proper way. Can anyone help me to cure this and make it understand what steps needs to follow while explaining the project?
Hi Sudhir ,
You must aware with proper JD and company . You must be good on project architecture knowledge along with your roles n responsibilites . you must know your coding part , challenges and solution , performance tunning . you take complete use case with proper data set while explaning . kindly make sure for proper data format . you must be good on Machine learning algorithm so that you need to explain with one example .
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Hi Sudhir,
During interview we just try to understand whether a guy has worked really on a project or not and also try to understand the approach.
A lot of questions will come from Exploratory Data Analysis where you generate the intuition about different variables.
Before going for modeling try to understand indepth about the problem statement and then start thinking about the solution
Before going to the interview,
1.please go through the company website and understand what it is into,
2.what are the problems it may likely face and
3.which all areas data science can help
For example if it is Consumer Goods company it would face problems in sales, marketing, production, distribution, customer loyalty program, ....Now take one area and think how data science can help to solve the problem.Which technique can help to predict or classify.
Write down 4-5 points.Practise repeating them and imagine. When you are in the interview if they ask you how can data science help our company, state the problem, what all input variables and output variables will be available. You can also ask them a paper and pen, write down the points and show some graph. They will be able to understand about your effort
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