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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