What is Data Science Methodology?

You are given some problem. What should your approach be?What is the problem that you are trying to solve?How can you use the data to answer the question? Now Work with the data:What is the data you need to solve the problem?Where is the data coming from? Identify all the sources of the data and find out how will you get it?Check whether the data you have collected will help you in the solving of the problem?What additional work you must do to manipulate and work with the data? The Final Part: Getting the answersIn what way can the data be visualized to get the answer that is required?Whether the model developed from such approach really answers ou…

**Methodology can be defined as a system of methods used in a**particular area of study or activity. It is a method of investigating the concept of focal points. Now let’s see the 'Methodology' in terms of Data Science. We shall see this with an example for: data science methodology case study emails.You are given some problem. What should your approach be?What is the problem that you are trying to solve?How can you use the data to answer the question? Now Work with the data:What is the data you need to solve the problem?Where is the data coming from? Identify all the sources of the data and find out how will you get it?Check whether the data you have collected will help you in the solving of the problem?What additional work you must do to manipulate and work with the data? The Final Part: Getting the answersIn what way can the data be visualized to get the answer that is required?Whether the model developed from such approach really answers ou…