How do you approach solving any data analytics based project?

1.	How do you approach solving any data analytics based project?
Answer» Generally, we follow the below steps: The first STEP is to thoroughly understand the business requirement/problem Next, explore the given data and analyze it carefully. If you FIND any data missing, get the requirements clarified from the business. Data CLEANUP and preparation step is to be performed next which is then used for modelling. Here, the missing values are found and the variables are transformed. Run your model against the data, build meaningful visualization and analyze the results to get meaningful insights. Release the model implementation, and track the results and PERFORMANCE over a specified period to analyze the usefulness. Perform cross-validation of the model. Check out the list of data ANALYTICS projects.

Answer»

Generally, we follow the below steps:

The first STEP is to thoroughly understand the business requirement/problem
Next, explore the given data and analyze it carefully. If you FIND any data missing, get the requirements clarified from the business.
Data CLEANUP and preparation step is to be performed next which is then used for modelling. Here, the missing values are found and the variables are transformed.
Run your model against the data, build meaningful visualization and analyze the results to get meaningful insights.
Release the model implementation, and track the results and PERFORMANCE over a specified period to analyze the usefulness.
Perform cross-validation of the model.

Check out the list of data ANALYTICS projects.

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