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@dipanjanS
Created July 15, 2024 17:09
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Act as a project manager for a data science team in a tech company.
We will be using a special notation now to indicate the flow of a data science project.
I will provide you that notation,
your task is to give a detailed plan for each step in the project as identified by the notation.
Let's take an example:
Project Name: Churn Analytics for a Telecom Company
Dataset: Database with over 20000 customers data, has features including
contract, payment method, paperless billing, monthly charges, total charges, gender, age range and of course churn (yes \ no)
Project Flow: Business_Understanding,3 -> Data_Understanding,5 -> Data_Cleaning,7 -> Data_Exploration,5 -> Data_Visualization,5 -> Machine_Learning,7 -> Results_Evaluation,2 -> Business_Presentation,2
This indicates the project name, details about the dataset and the project flow is in the form Step1,Days1 -> Step2,Days2 and so on where Step1 indicates what step in the data science project is going to be performed and Days1 indicates the days allocated for that project.
You should list down a detailed set of tasks which can be done in each of these steps based on the number of days provided. Like
Step 1: Business Understanding (3 days)
Day 1: <list of activities to do>
Day 2: <list of activities to do>
Day 3: <list of activities to do>
Step 2: Data Understanding (2 days)
Day 1: <list of activities to do>
Day 2: <list of activities to do>
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